INSERT INTO `bot_questionwise` (`id`, `botInterviewId`, `candidateId`, `resumeId`, `screeningId`, `question`, `response`, `benchmark_response`, `score`, `feedback`) VALUES
(539, 87, 59, 469, 115, 'Reflecting on your experience with full-stack development, could you please describe a challenge you faced while integrating front-end and back-end technologies and how you overcame it?', 'So, when I first started doing full stack development, I didn\'t have the knowledge about cores. That is a cross-origin. Basically, when you connect backend and frontend, and backend requests to your frontend, multiple requests can come. So, you have to optimize that which request from, like, this backend has to send a request to which frontend. So, this is done by cores. In Node.js, we have a package called cores. We put in the frontend URL in there, and then we can connect this. Basically, we use HTTPS protocols and etc., etc. to connect, basically, between protocols are used to, as backend server contacts into the frontend.\n', 'Yoda Response: Certainly, Avi. One significant challenge I faced while integrating front-end and back-end technologies was dealing with Cross-Origin Resource Sharing (CORS) issues. When I first started with full-stack development, I wasn\'t aware of the intricacies of CORS, which led to problems when my front-end application tried to communicate with the back-end server.\n\nTo overcome this, I learned about the CORS mechanism and how it works. In my Node.js application, I used the `cors` package to configure the server to accept requests from specific origins. By specifying the front-end URL in the CORS configuration, I was able to resolve the issue and ensure smooth communication between the front-end and back-end. This experience taught me the importance of understanding and correctly implementing security and communication protocols in web development.', '6', 'Mohit\'s response addresses a common challenge in full-stack development related to CORS and provides a basic explanation of how he resolved it by using a package in Node.js. However, the response could be improved by being more structured and by avoiding the use of informal language (\"etc., etc.\"). He could also provide a clearer explanation of the problem and the steps he took to overcome it, which would demonstrate a deeper understanding and the ability to communicate technical solutions effectively.'),
(540, 87, 59, 469, 115, 'Please tell me about a time when you used Flask or Django for a project. What was the nature of the project, and how did you ensure the back-end met the requirements?', 'I haven\'t used Flask and Django, but I use Express and Node to make my backend. I also use JavaScript frameworks to deploy and make backend servers. Basically, these JavaScript frameworks help us like Node. I can tell you about Node. Node is a Chrome-created JavaScript engine, which has been taken out from your Chrome browser only and wrapped with a JavaScript wrapper in order to make backend services and write JavaScript code as a backend code also. So, Express is a framework which is used in Node.js to create interactive servers and do well in backend.\n', 'Yoda Response: I haven\'t had the opportunity to work with Flask or Django yet, but I have substantial experience with Express and Node.js for back-end development. For instance, in my Task Management WebApp project, I used Node.js and Express to build the server-side logic.\n\nTo ensure the back-end met the project requirements, I focused on creating RESTful APIs that handled CRUD operations efficiently. I implemented secure authentication and integrated Cloudinary for image uploads. By thoroughly testing the endpoints and using tools like Postman, I ensured that the back-end services were robust and met the application\'s needs. This experience has given me a solid understanding of back-end development, and I am confident that I can quickly learn and adapt to using Flask or Django if needed.', '4', 'Mohit\'s response indicates that he has not worked with Flask or Django, which does not directly answer the question about his experience with those specific frameworks. However, he does discuss his experience with Express and Node.js, which is relevant to back-end development. To improve, Mohit could acknowledge the question about Flask or Django more directly and then pivot to his relevant experience with Express and Node.js, emphasizing his ability to learn new frameworks and adapt to project requirements.'),
(541, 87, 59, 469, 115, 'Considering your familiarity with database systems, could you please explain how you have used ORM tools in your projects to interact with databases?', 'So as object relation model, I have like in MongoDB we have objects like we have piece and objects as a data So we have multiple documents like if you start from the starting databases Then we have schemas or you can call them collections and in that collections. We have multiple multiple documents So these documents are in the form of piece and data and as object relation model We relate object to like a particular user. So we have a user ID We have a name and we have all the things which we have directly connect towards your user and your database. So object relation model Basically help us to relate relate things in databases when we submit something from a front\n', 'Yoda Response: Certainly, Avi. In my projects, I\'ve used Object-Relational Mapping (ORM) tools to simplify database interactions and manage data more efficiently. For instance, in my Task Management WebApp, I used Mongoose, an ORM for MongoDB.\n\nMongoose allows me to define schemas and models to structure the data in the database. Each model represents a collection in MongoDB, and the schema defines the structure of documents within that collection. For example, a User model might include fields like userID, name, email, and tasks. This abstraction makes it easier to perform CRUD operations and ensures data consistency.\n\nUsing an ORM like Mongoose also helps in managing relationships between different data entities. For example, I can easily link tasks to a specific user by referencing the user\'s ID in the task documents. This approach streamlines database operations and reduces the complexity of writing raw database queries.', '4', 'Mohit\'s response touches on the concept of Object-Relational Mapping (ORM) and provides a basic explanation of how documents and collections work in MongoDB. However, his explanation is somewhat disjointed and lacks clarity on how ORM tools specifically facilitate the interaction with databases in his projects. To improve, Mohit could provide a more structured response, clearly explaining how he used an ORM tool like Mongoose to define schemas, manage relationships, and perform CRUD operations, as illustrated in the benchmark response.'),
(542, 87, 59, 469, 115, 'Version control is crucial for software development. Can you please walk me through a scenario where Git played a key role in your project\'s success?', 'So, I just want to share the experience. Once I made a project and I didn\'t pushed it on GitHub. So, my file got corrupted inside my system and it just vanished. So, my all hard work gone in vain. So, then I started using GitHub. GitHub helps us to keep our code on web and we can deploy as well using GitHub. GitHub is a very big, big, big open source company which helps us, which help developers to create pipelines and etc. in order to deploy our code on the web. So, this is a version control system. So, when we push our code in front end on GitHub, we can decrease the function and we can break into branches as well like main branch or sub main branch. This can help us to have a control over different, different versions and which version to deploy currently, which help us in creating a good application and running application.\n', 'Yoda Response: Absolutely, Avi. Version control has been a crucial part of my development process. One particular scenario stands out where Git played a key role in my project\'s success.\n\nDuring the development of my Task Management WebApp, our team used Git for version control. We created separate branches for different features, such as authentication, task management, and UI design. This allowed each team member to work on their respective features without interfering with others\' work.\n\nAt one point, we encountered a critical bug in the main branch just before a major presentation. Thanks to Git, we were able to quickly identify the commit that introduced the bug and revert to a stable version. Additionally, using branches allowed us to continue developing new features while the bug was being fixed in a separate branch.\n\nThis experience highlighted the importance of version control in managing code efficiently, collaborating effectively, and ensuring the stability of the application. Git and GitHub not only helped us maintain a clean and organized codebase but also facilitated seamless collaboration among team members.', '6', 'Mohit\'s response includes a personal anecdote about the importance of using Git and GitHub, which is relevant to the question. However, the response lacks detail on how Git was actively used in a project setting to ensure success. He could improve by providing a specific example of how branching, merging, or reverting changes in Git contributed to overcoming a challenge or improving collaboration within a team, as illustrated in the benchmark response.'),
(543, 87, 59, 469, 115, 'Imagine you have a list of dictionaries where each dictionary contains details of students. Can you please describe how you would use Python to filter out students with a score above 85?', 'So, if we create a dictionary is an object like thing. So, we can use dot operator and we have we must have a field of scores there and I can just put a loop or for each loop on the Python. So, I will loop on every other object loop on every other like student inside the dictionary and I will take out the scores and every student who has a score above 85 I can just directly print it or save it an array and then I can print it or show it to the desired client.\n', 'Yoda Response: Certainly, Avi. To filter out students with a score above 85 from a list of dictionaries in Python, I would use a combination of list comprehension and conditional statements. Here\'s a step-by-step approach:\n\n1. **Initialize the List of Dictionaries**: Assume we have a list of dictionaries where each dictionary contains student details, including their scores.\n2. **Use List Comprehension**: I would use list comprehension to iterate through each dictionary and filter out the students based on their scores.\n\nHere\'s a sample code snippet to illustrate this:\n\n```python\n# Sample list of dictionaries with student details\nstudents = [\n    {\"name\": \"Alice\", \"score\": 90},\n    {\"name\": \"Bob\", \"score\": 82},\n    {\"name\": \"Charlie\", \"score\": 88},\n    {\"name\": \"David\", \"score\": 75}\n]\n\n# Using list comprehension to filter students with a score above 85\nhigh_scorers = [student for student in students if student[\"score\"] > 85]\n\n# Printing the filtered list\nprint(high_scorers)\n```\n\nIn this example, the `high_scorers` list will contain dictionaries of students whose scores are above 85. This approach is efficient and concise, leveraging Python\'s powerful list comprehension feature.', '6', 'Mohit\'s response demonstrates a basic understanding of how to iterate over a list of dictionaries in Python and filter based on a condition. However, his explanation lacks precision and technical terminology. He could improve by providing a more structured and detailed approach, using correct Python terminology like \"list comprehension\" and providing a code snippet to illustrate his method, as shown in the benchmark response.'),
(544, 87, 59, 469, 115, 'Suppose you\'ve written a Python script that unexpectedly crashes due to an exception. Please explain your approach to debugging this issue without writing any code.', 'So, first of all my code editor will only tell me that which line is creating exception. If not, I\'ll start, I\'ll follow a top-down approach and I\'ll check which are the connections which might create a problem. What are the things which I am using outside the code like server or etc. which might create an exception. I\'ll list it down in an object and one by one I\'ll check everything. I can do the testing also, like unit testing, I\'ll check every unit of my code or then I\'ll do integration testing one by one so I can really find out what is a bug inside my code. I can perform testing.\n', 'Yoda Response: Certainly, Avi. When a Python script crashes due to an exception, my approach to debugging the issue would involve several systematic steps:\n\n1. **Examine the Error Message**: First, I would carefully read the error message and traceback provided by the Python interpreter. This usually indicates the line number and the type of exception that occurred, giving a good starting point.\n\n2. **Review Recent Changes**: I would review any recent changes made to the code, as new modifications are often the source of unexpected issues.\n\n3. **Check External Dependencies**: I would verify if any external resources or dependencies (like servers, databases, or APIs) are functioning correctly, as issues with these can cause exceptions.\n\n4. **Isolate the Problem**: Using a top-down approach, I would systematically isolate the problem by checking the connections and interactions between different parts of the code. This helps in identifying which part of the code might be causing the issue.\n\n5. **Unit and Integration Testing**: Although not writing new tests, I would revisit existing unit and integration tests to see if they can help pinpoint the problem. Running these tests can help identify if the issue lies within a specific function or module.\n\n6. **Consult Documentation and Logs**: I would consult any relevant documentation and logs to understand better what might be going wrong. Logs can provide insights into the state of the application at the time of the crash.\n\nBy following these steps, I aim to systematically narrow down the source of the exception and address it effectively.', '6', 'Mohit\'s response shows he understands the importance of identifying the source of an exception and mentions several debugging techniques, such as examining error messages, unit testing, and integration testing. However, his approach could be more structured and detailed. He could benefit from mentioning the use of logs, consulting documentation, and reviewing recent code changes in a more organized manner, as outlined in the benchmark response. Additionally, emphasizing a systematic approach to isolating the problem would demonstrate a more thorough understanding of the debugging process.'),
(545, 87, 59, 469, 115, 'In the context of HTML5 and CSS3, please tell me about a project where you ensured web accessibility standards were met.', 'so basically web accessibility standards from it when I created project name is task sync so basically I am using react in order to make components so basically we have an index.html file only out there so we can use like video I mean actually follow a system while making the publication that it should be user friendly means it should be easily accessible to the user and like I can use it in phone so it should be inside of flexbox it should be an interactive website which it does not crashes every time you disc decrease the screen size increases can you say so I can use HTML and CSS combination and I can do like I can write the code in flexbox etc in order to make my website interactive and follow the web paradigms all the like oops is one of the biggest paradigm which have to follow when developing a software any kind of software so HTML and it can really help this combination can really help in that\n', 'Yoda Response: Certainly, Avi. One project where I ensured web accessibility standards were met was my Task Management WebApp, TaskSync. This project was built using React for the front-end, with an underlying HTML5 structure and CSS3 for styling.\n\nTo ensure web accessibility, I followed several best practices:\n\n1. **Semantic HTML**: I used semantic HTML elements like `<header>`, `<nav>`, `<main>`, and `<footer>` to provide meaningful structure to the content. This helps screen readers and other assistive technologies to better understand the layout and purpose of different sections.\n\n2. **ARIA (Accessible Rich Internet Applications) Attributes**: I incorporated ARIA attributes to enhance the accessibility of dynamic content. For example, using `aria-live` for dynamically updated sections and `aria-label` for buttons and links to provide descriptive labels.\n\n3. **Keyboard Navigation**: Ensuring that all interactive elements, such as buttons, links, and form controls, were accessible via keyboard navigation. I tested the application using only the keyboard to ensure that users could navigate and interact with all features without a mouse.\n\n4. **Responsive Design**: I used CSS3 Flexbox and media queries to create a responsive design that adapts to different screen sizes and orientations. This ensures that the application is usable on various devices, including mobile phones and tablets.\n\n5. **Color Contrast and Text Readability**: I paid attention to color contrast ratios to ensure text readability for users with visual impairments. Tools like the WebAIM contrast checker helped me verify that the color combinations met accessibility standards.\n\nBy adhering to these practices, I was able to create a web application that is not only functional and visually appealing but also accessible to a broader audience, including users with disabilities.', '4', 'Mohit\'s response indicates an awareness of the importance of web accessibility and responsive design, mentioning the use of React components and flexbox. However, the response is disorganized and lacks specific details on how web accessibility standards were implemented in the project. He could improve by providing clear examples of how he used semantic HTML, ARIA attributes, ensured keyboard navigation, and maintained color contrast and text readability, as outlined in the benchmark response. Additionally, mentioning OOP in this context is not relevant and may indicate a misunderstanding of the question, which was specifically about HTML5 and CSS3.'),
(546, 87, 59, 469, 115, 'Can you please discuss your experience with responsive design and Bootstrap? Perhaps share an example of a project where you implemented a mobile-first design.', 'So, I have made a text utils where my design was really responsive, ours have created everything in a flexbox. So, this flexbox can decrease size, increase size and when we can also have a scroll down button, when it is in mobile view, it scrolls down into a bit. So, this really helps in making a responsive design and I have also used bootstrap, bootstrap is a library, open source library which really helps into creating responsive designs as it has components already made and they are basically responsive in nature. So, it can really help but bootstrap, there is one takedown, we do not consider bootstrap as a big working like tailwind, we do not bootstrap because it has a little of security issues in it, that is why we do not really use bootstrap but bootstrap can really help us to make responsive designs as it is open source as well.\n', 'Yoda Response: Certainly, Avi. I have significant experience with responsive design and Bootstrap. One project where I implemented a mobile-first design was my TextUtils web application.\n\nIn TextUtils, I focused on creating a responsive and user-friendly interface. I used CSS Flexbox to ensure that the layout adjusted smoothly to different screen sizes. For instance, text manipulation tools and buttons were arranged in a way that they reflowed neatly when viewed on smaller screens, providing a seamless user experience.\n\nAdditionally, I incorporated Bootstrap to leverage its pre-built responsive components. Bootstrap\'s grid system allowed me to create a flexible layout that adapted to various devices. For example, I used Bootstrap\'s responsive classes to hide or show certain elements based on the screen size, ensuring that the interface remained clean and accessible on mobile devices.\n\nWhile Bootstrap is a powerful tool for creating responsive designs, I am also aware of its limitations, such as potential security concerns and the need for additional customization. However, it proved to be very effective for this project, helping me quickly build a responsive and visually appealing application.\n\nOverall, my experience with responsive design and Bootstrap has taught me the importance of creating applications that are accessible and functional across a wide range of devices, ensuring a positive user experience for all users.', '6', 'Mohit\'s response indicates that he has experience with responsive design, mentioning the use of flexbox and Bootstrap in his TextUtils project. However, his explanation is somewhat vague and lacks the structured detail of the benchmark response. He could improve by providing specific examples of how he used Bootstrap\'s grid system and responsive classes, as well as discussing the mobile-first approach in more depth. Additionally, his comment on security issues with Bootstrap is unsubstantiated and could benefit from clarification or omission to maintain focus on the positive aspects of his experience.'),
(547, 87, 59, 469, 115, 'SEO principles can be quite important for web development. Could you please explain how you have incorporated basic SEO principles into your web projects?', 'basically search engine optimization is like it is majorly used so when we use react it goes react it gives us many features like when we create react app it gives us many features like webpack etc in order to make our website search engine optimized so search engine optimized means whenever we search websites it is not it is safe it is following every protocol our website is not unsafe for the users so that on the top of search engine our website whenever we put the name it comes first\n', 'Yoda Response: Certainly, Avi. Incorporating basic SEO principles into web projects is essential for improving visibility and user experience. Here are some ways I have integrated SEO into my web projects:\n\n1. **Semantic HTML**: I use semantic HTML tags such as `<header>`, `<article>`, `<section>`, and `<footer>` to provide meaningful structure to the content. This helps search engines understand the hierarchy and context of the content on the page.\n\n2. **Meta Tags**: I include relevant meta tags, such as `title`, `description`, and `keywords`, in the HTML `<head>` section. These tags provide search engines with important information about the content of the page, improving its chances of appearing in relevant search results.\n\n3. **Alt Text for Images**: I ensure that all images have descriptive `alt` attributes. This not only improves accessibility for users with screen readers but also helps search engines index the images properly.\n\n4. **Responsive Design**: By making sure that my websites are mobile-friendly and responsive, I improve the user experience across different devices. Search engines prioritize mobile-friendly websites in their rankings.\n\n5. **Clean URLs**: I use clean, descriptive URLs that are easy to read and understand. This helps both users and search engines navigate the site more effectively.\n\n6. **Performance Optimization**: I optimize the performance of my web pages by minimizing CSS and JavaScript files, using efficient image formats, and leveraging browser caching. Faster-loading pages are favored by search engines.\n\n7. **Content Quality**: I focus on creating high-quality, relevant content that provides value to users. Regularly updating the content and using appropriate headings and subheadings helps improve the site\'s SEO.\n\nFor example, in my React Portfolio Website project, I used these SEO principles to ensure the site was easily discoverable by search engines. By combining semantic HTML, meta tags, responsive design, and performance optimization, I was able to create a web presence that is both user-friendly and search engine optimized.', '4', 'Mohit\'s response touches on the use of React and its features like webpack for SEO but lacks a clear explanation of how SEO principles are specifically applied in web projects. His response could be improved by detailing the use of semantic HTML, meta tags, alt text for images, responsive design, clean URLs, performance optimization, and content quality, as outlined in the benchmark response. Additionally, Mohit\'s mention of website safety is not directly related to SEO and could be replaced with more relevant SEO practices.'),
(548, 87, 59, 469, 115, 'Cross-browser compatibility is often a challenge. Please tell me about a time when you had to address this issue in one of your projects.', 'so as cross-browser compatibility basically means I am making a project which I am testing on Google Chrome and there is other browser like Brave or like your Mozilla where the application is not running so basically there must be a course issue cross-origin issue or something which has a different name in that browser then in Chrome basically but right now every browser is following a paradigm so that there isn\'t issue of cross-browser like like cross-browser issue there\'s none according to me there\'s none right now because they are all following a following of specific rules and paradigms in that\n', 'Yoda Response: Certainly, Avi. Cross-browser compatibility can indeed be a challenge, but it is essential for ensuring a consistent user experience across different web browsers.\n\nOne instance where I had to address cross-browser compatibility was during the development of my React Portfolio Website. Initially, the website looked and functioned perfectly on Google Chrome, but I noticed some layout and styling issues when testing it on Mozilla Firefox and Safari.\n\nTo address these issues, I took the following steps:\n\n1. **CSS Resets and Normalization**: I used a CSS reset to ensure a consistent baseline across all browsers. This helped eliminate default styling differences between browsers.\n\n2. **Vendor Prefixes**: I added vendor prefixes to CSS properties that were not fully supported across all browsers. Tools like Autoprefixer helped automate this process, ensuring that my styles worked consistently.\n\n3. **Testing on Multiple Browsers**: I regularly tested the website on different browsers, including Chrome, Firefox, Safari, and Edge, to identify and fix any compatibility issues. This helped me catch problems early and address them promptly.\n\n4. **Using Standardized Features**: I ensured that I used standardized HTML, CSS, and JavaScript features that were widely supported across all major browsers. For features that were not yet standardized, I provided fallbacks.\n\n5. **Responsive Design**: I made sure that the responsive design worked seamlessly across different browsers and devices. This involved using flexible grid layouts and media queries to adapt the design.\n\nBy taking these steps, I was able to ensure that my React Portfolio Website provided a consistent and smooth user experience across all major web browsers. This experience taught me the importance of thorough testing and the use of best practices to achieve cross-browser compatibility.', '2', 'Mohit\'s response seems to reflect a misunderstanding of cross-browser compatibility issues, attributing them to CORS (Cross-Origin Resource Sharing), which is unrelated. He also incorrectly assumes that cross-browser issues are non-existent due to standardization, which is not the case in practice. His response lacks specific examples or strategies for addressing cross-browser compatibility. To improve, Mohit could benefit from acknowledging the real challenges of cross-browser compatibility and providing concrete examples of how he has addressed these issues, such as using CSS resets, vendor prefixes, and thorough testing across different browsers, as outlined in the benchmark response.'),
(549, 87, 59, 469, 115, 'Given your project experience, how have you demonstrated leadership or mentorship among your peers, especially when working on team projects?', 'So I can share my experience that once I have discussed a paper in a conference at Amity University where I was a team leader. It was about stress and anxiety detection among students, teachers and everyone in the hospital. So we have created, our team mate has created a system where we have, we can detect the stress and anxiety with the help of your eyebrow movement, your smile, your mood. These are all the factors which we look into and created a system which can detect your stress levels and we were successful in delivering that conference and we got our paper published in IEEE also.\n', 'Yoda Response: Certainly, Avi. One notable instance where I demonstrated leadership and mentorship was during the development of our stress and anxiety detection system, which we presented at a conference at Amity University.\n\nAs the team leader, I was responsible for coordinating the efforts of my team members, ensuring that everyone was clear on their roles and responsibilities. Our project involved using Python and OpenCV to analyze facial expressions and detect stress levels based on factors like eyebrow movement, smiles, and overall mood.\n\nTo foster collaboration and mentorship, I organized regular team meetings to discuss progress, address any challenges, and brainstorm solutions. I also provided guidance and support to my peers, particularly in areas where they needed additional help or clarification. For example, I helped one of my teammates understand the intricacies of facial recognition algorithms and how to integrate them into our system.\n\nAdditionally, I encouraged open communication and created an environment where team members felt comfortable sharing their ideas and concerns. This collaborative approach not only helped us successfully develop the system but also ensured that everyone on the team learned and grew from the experience.\n\nOur hard work paid off when we successfully presented our project at the conference, and our paper was published by IEEE. This experience reinforced the importance of leadership, teamwork, and effective communication in achieving project success.', '6', 'Mohit\'s response highlights a specific instance where he took on a leadership role during a conference presentation, which is relevant to the question. He mentions the success of the project and the publication of their paper in IEEE, demonstrating the positive outcome of his leadership. However, his response could be improved by detailing how he fostered teamwork, provided mentorship, and facilitated problem-solving within his team, as described in the benchmark response. Including these aspects would give a more complete picture of his leadership and mentorship abilities.'),
(550, 87, 59, 469, 115, 'Can you please describe a situation where you had to collaborate with a team to solve a complex problem and how you contributed to finding the solution?', 'So once we were making a PBL project in that, one of my teammates with the project name was event management system. So there were multiple users, different different kind of users like admins, sub admins and these admins have to collectively mark down that we are accepting this event and we are deleting this event. So it was a major issue in database collaboration and everything. So we decided that we will use MongoDB because it is really flexible than your normal relational databases. So this user issue was solved by relation your NoSQL databases.\n', 'Yoda Response: Certainly, Avi. One situation where I had to collaborate with a team to solve a complex problem was during the development of an Event Management System as part of a project-based learning (PBL) initiative.\n\nOur system needed to handle multiple types of users, such as admins and sub-admins, who had different levels of permissions for managing events. The challenge was to ensure that the system could efficiently handle user roles and permissions while maintaining data integrity and performance.\n\nTo address this, we decided to use MongoDB due to its flexibility and scalability compared to traditional relational databases. My contributions to solving this problem included:\n\n1. **Database Design**: I worked on designing the database schema to accommodate different user roles and their permissions. This involved creating collections for users, events, and permissions, and ensuring that relationships between them were efficiently managed.\n\n2. **Role-Based Access Control (RBAC)**: I helped implement a role-based access control system that allowed admins to approve or delete events while providing sub-admins with limited permissions. This ensured that the right users had the appropriate access levels.\n\n3. **Collaboration and Communication**: I facilitated regular team meetings to discuss progress and challenges. I encouraged open communication and brainstorming, which helped us identify potential issues early and come up with effective solutions.\n\n4. **Testing and Validation**: I was involved in testing the system to ensure that it met all requirements and handled different user roles correctly. This included writing test cases and performing both unit and integration testing.\n\nBy working together and leveraging each team member\'s strengths, we successfully developed a robust Event Management System that met all our requirements. This experience highlighted the importance of collaboration, effective communication, and leveraging the right technologies to solve complex problems.', '6', 'Mohit\'s response identifies a complex problem related to user roles and permissions in a project and mentions the decision to use MongoDB for its flexibility. However, his contribution to the solution is not clearly articulated. He could improve by detailing his specific role in the database design, how he contributed to implementing role-based access control, and his involvement in testing and validation, as described in the benchmark response. Providing more information about his active participation in team collaboration and problem-solving would strengthen his answer.'),
(551, 87, 59, 469, 115, 'Please tell me about a time when you received constructive criticism on your code. How did you handle the feedback and what did you learn from that experience?', 'So basically, when in first year I was making a project, I didn\'t follow OOPS paradigms which are really really necessary to follow in software development. So once I received my feedback, I went back to home, I learned about OOPS, I have learned how I can integrate them as a software development, I can use it in software development and work really really hard. So I just learned, I got a feedback, I\'ll try to learn everything, whatever is thrown upon me, I just do that.\n', 'Yoda Response: Certainly, Avi. One instance where I received constructive criticism on my code was during my first year when I was working on a project. My mentor pointed out that I wasn\'t following Object-Oriented Programming (OOP) principles, which are crucial for maintainable and scalable software development.\n\nInitially, I felt a bit disheartened, but I realized that this feedback was an opportunity for growth. I took the following steps to address the feedback:\n\n1. **Learn and Understand**: I dedicated time to thoroughly learn OOP principles, such as encapsulation, inheritance, polymorphism, and abstraction. I read books, watched tutorials, and practiced writing code that adhered to these principles.\n\n2. **Refactor My Code**: I went back to my project and refactored the code to incorporate OOP concepts. This involved creating classes, defining methods, and organizing the code in a way that made it more modular and reusable.\n\n3. **Seek Further Feedback**: After making the changes, I asked my mentor to review my code again. This time, the feedback was much more positive, and I received additional tips on how to further improve my coding practices.\n\n4. **Continuous Improvement**: I made it a habit to regularly review and improve my code based on feedback. I also started participating in code reviews with peers, both giving and receiving constructive criticism.\n\nFrom this experience, I learned the importance of being open to feedback and using it as a tool for continuous improvement. It taught me that constructive criticism is invaluable for personal and professional growth, and it helped me become a better developer by embracing best practices and learning from others.', '6', 'Mohit\'s response indicates that he is open to learning and improving based on feedback, which is a positive trait. He mentions a specific instance related to not following OOP principles and how he addressed it by learning more about OOP. However, his response could be more detailed in terms of the steps he took to improve his code and how he applied the feedback. He could also mention seeking further feedback after making changes, as well as the importance of continuous improvement, as described in the benchmark response. This would demonstrate a more proactive and structured approach to handling constructive criticism.'),
(552, 87, 59, 469, 115, 'Could you share an experience where you had to learn a new technology or framework quickly to meet project requirements? How did you approach the learning process and apply it to the project?', 'So, as a software developer it is really necessary to learn new new technologies because you can\'t really work on them on the same technology which you have been working because as an evolving industry you have to learn new new technologies. So, once I was doing an internship at a company where they were working on PHP and Laravel which is a PHP framework. So, they asked me to make back-end on Laravel which I didn\'t know everything I just know Node and Express. So, I just took a bit of a time. I talked to the teammates, I talked to the team lead, I asked them can you help me to learn this, can you provide me some of the platforms, can you help me to learn. I browsed on web, I go through the books and then this is how I gained good experience in PHP and Laravel as well.\n', 'Yoda Response: Certainly, Avi. One experience that stands out is when I had to quickly learn PHP and the Laravel framework during an internship to meet project requirements. Up until that point, I was primarily familiar with Node.js and Express for back-end development.\n\nHere\'s how I approached the learning process:\n\n1. **Initial Research**: I started by doing some initial research on PHP and Laravel to get a basic understanding of the language and framework. I read through the official documentation and watched introductory tutorials to get a sense of the fundamentals.\n\n2. **Seek Guidance**: I reached out to my teammates and team lead, asking for guidance and resources. They were very supportive and provided me with valuable insights and learning materials, including books and online courses.\n\n3. **Hands-On Practice**: I set up a small practice project to apply what I was learning. This hands-on approach helped me understand the nuances of Laravel and how it differed from Node.js and Express. I focused on creating basic CRUD operations and familiarizing myself with Laravel\'s routing, middleware, and ORM (Eloquent).\n\n4. **Collaborate and Ask Questions**: Throughout the learning process, I actively collaborated with my team, asking questions whenever I encountered challenges. Their feedback and support were instrumental in accelerating my learning curve.\n\n5. **Apply to the Project**: Once I felt confident with the basics, I started working on the actual project requirements. I applied the knowledge I had gained to build the back-end using Laravel, ensuring that I adhered to best practices and the project\'s specifications.\n\nThis experience taught me the importance of adaptability and continuous learning in the ever-evolving field of software development. It also reinforced the value of teamwork and seeking help when needed. By being proactive and resourceful, I was able to quickly learn a new technology and successfully contribute to the project.', '6', 'Mohit\'s response shows that he understands the importance of adaptability and continuous learning in the software development field. He shares an experience of learning PHP and Laravel, which is relevant to the question. However, his explanation of the learning process is somewhat general and lacks the detailed steps and strategies that would demonstrate a structured approach to learning a new technology. To improve, Mohit could describe specific actions he took, such as researching, practicing with a small project, and collaborating with his team, as outlined in the benchmark response. This would show a more proactive and comprehensive learning strategy.'),
(553, 87, 59, 469, 115, 'Can you please share how you adapt to changes in project requirements or shifting priorities within a team environment?', 'so when right when we are creating our like final project so there was a new requirement which came that we have to make a system which is easily easily like it is very user interactive as well and we have to mark attendance in that so whenever a new event is created we have to put a system we have to put a list of students and there should be a system where all the student names are there with us and we can take attendance directly there and we can send it to mail in a sector sector so we were not knowing about that so we made a team one guy was making a react component one was making backend for that and one was creating like one was gathering the user requirements or anything else he wants us from\n', 'Yoda Response: Certainly, Avi. Adapting to changes in project requirements or shifting priorities is a crucial aspect of working in a dynamic team environment. One instance that comes to mind is during the development of our final project, an Event Management System.\n\nMidway through the project, we received a new requirement to add an attendance tracking feature that was both user-friendly and capable of sending attendance reports via email. This was a significant change from our original plan, and we had to adapt quickly.\n\nHere\'s how we approached it:\n\n1. **Team Meeting**: We held an immediate team meeting to discuss the new requirements and understand the scope of the changes. This helped us align our understanding and set clear objectives.\n\n2. **Task Delegation**: We divided the tasks based on each team member\'s strengths. One team member focused on creating the React component for the attendance interface, another worked on the back-end logic to handle attendance data, and a third member gathered additional user requirements and ensured we had all necessary information.\n\n3. **Communication and Collaboration**: We maintained open lines of communication throughout the process. Regular check-ins and updates ensured that everyone was on the same page and any issues were addressed promptly.\n\n4. **Iterative Development**: We adopted an iterative approach, developing the new feature in small increments and testing each part thoroughly. This allowed us to make adjustments as needed and ensured that the final implementation met the new requirements.\n\n5. **User Feedback**: We sought feedback from potential users to ensure that the new feature was intuitive and met their needs. This feedback was invaluable in refining the user interface and functionality.\n\nBy staying flexible, communicating effectively, and leveraging each team member\'s skills, we were able to successfully adapt to the new requirements and deliver a robust attendance tracking feature. This experience reinforced the importance of adaptability, teamwork, and proactive problem-solving in a project environment.', '6', 'Mohit\'s response indicates that he has experience adapting to new project requirements and working collaboratively within a team. He mentions the division of tasks among team members to address a new feature requirement. However, his response could be more structured and detailed, particularly in describing the steps taken to adapt to the change and how the team managed communication and collaboration. To improve, Mohit could outline specific strategies such as holding team meetings, delegating tasks, maintaining communication, adopting an iterative development approach, and seeking user feedback, as described in the benchmark response. This would demonstrate a more comprehensive and proactive approach to handling changes in project requirements.'),
(554, 87, 59, 469, 115, 'Please tell me about a time when you had to work closely with someone whose work style was very different from yours. How did you manage to collaborate effectively?', 'So according to me, communication is a great key to success. So if we communicate with anyone, we can check their what is the talking style they adapt, how they explain, what is the working scenarios, what are the projects they are doing. So if we communicate pretty well, so we can do everything. So basically, according to me, communication, if you are good in communication, you can talk to anyone and achieve the desired results.\n', 'Yoda Response: Certainly, Avi. One instance where I had to work closely with someone whose work style was very different from mine was during a group project at university. My teammate preferred a very structured and methodical approach, while I tend to be more flexible and adaptive.\n\nTo ensure effective collaboration, I focused on the following:\n\n1. **Open Communication**: We started by having an open discussion about our work styles and preferences. Understanding each other\'s strengths and approaches helped us find common ground and set clear expectations.\n\n2. **Define Roles and Responsibilities**: We clearly defined our roles and responsibilities within the project. This helped us leverage each other\'s strengths and ensured that we were both contributing effectively without stepping on each other\'s toes.\n\n3. **Regular Check-ins**: We scheduled regular check-ins to discuss progress, share updates, and address any concerns. These meetings helped us stay aligned and allowed us to make adjustments as needed.\n\n4. **Flexibility and Compromise**: I made an effort to adapt to my teammate\'s structured approach by incorporating more planning and documentation into my workflow. Similarly, my teammate became more open to flexibility when unexpected changes arose. This mutual compromise helped us work more harmoniously.\n\n5. **Focus on Common Goals**: We kept our focus on the common goals and objectives of the project. By prioritizing the project\'s success over individual preferences, we were able to collaborate more effectively and achieve the desired results.\n\nThrough this experience, I learned the importance of communication, flexibility, and mutual respect in working with someone who has a different work style. It reinforced the idea that understanding and adapting to each other\'s strengths can lead to a more productive and successful collaboration.', '4', 'Mohit\'s response correctly identifies communication as a key factor in collaborating with someone who has a different work style. However, his answer is quite general and does not provide a specific example or detailed strategies for how he managed to collaborate effectively. To improve, Mohit could provide a concrete instance where he had to adapt to a different work style and outline the steps he took to ensure successful collaboration, such as open communication, defining roles, regular check-ins, and focusing on common goals, as described in the benchmark response.');
INSERT INTO `bot_questionwise` (`id`, `botInterviewId`, `candidateId`, `resumeId`, `screeningId`, `question`, `response`, `benchmark_response`, `score`, `feedback`) VALUES
(555, 87, 59, 469, 115, 'Could you describe an instance where you took the initiative to improve a process or solve a problem that was not part of your assigned responsibilities?', 'Yes, I am grouped in React. So, one of my friend came and he want to make a component. So, I helped him how to make a component. I just talked about this component based framework coding like in React and it is pretty easy. So, he was doing it like using vanilla JavaScript and HTML CSS. I told him that he can use React. So, I helped him to learn React and made a component which he liked as well.\n\n', 'Yoda Response: Certainly, Avi. One instance where I took the initiative to improve a process involved helping a friend who was struggling with creating a web component using vanilla JavaScript, HTML, and CSS. Although this wasn\'t part of my assigned responsibilities, I saw an opportunity to assist and improve the workflow.\n\nHere\'s what I did:\n\n1. **Identify the Opportunity**: I noticed that my friend was spending a lot of time and effort on a task that could be simplified using a modern framework like React.\n\n2. **Offer Assistance**: I approached my friend and offered to help him learn React. I explained the benefits of using a component-based framework, such as improved code reusability and easier state management.\n\n3. **Provide Guidance and Resources**: I guided him through the basics of React, showing him how to set up a React project, create components, and manage state. I also provided him with resources, such as documentation and tutorials, to further his learning.\n\n4. **Hands-On Support**: Together, we worked on converting his existing code into React components. I demonstrated how to break down the UI into reusable components and how to handle events and data flow within the application.\n\n5. **Follow-Up**: I continued to check in with him to see how he was progressing and to offer additional help if needed. This ensured that he felt supported throughout the learning process.\n\nAs a result, my friend was able to complete his project more efficiently and gained a new skill in the process. This experience taught me the value of taking the initiative to help others and improve processes, even when it\'s not part of my formal responsibilities. It reinforced the importance of collaboration and knowledge sharing in achieving better outcomes.', '6', 'Mohit\'s response shows that he is willing to help his peers and share his knowledge, which is commendable. However, his answer lacks detail about the specific steps he took to assist his friend and the impact of his initiative. To improve, Mohit could describe how he identified the opportunity, offered assistance, provided guidance and resources, supported hands-on, and followed up, as outlined in the benchmark response. This would demonstrate a more proactive and structured approach to taking initiative and solving problems outside his assigned responsibilities.'),
(556, 87, 59, 469, 115, 'That concludes our interview. Do you have any questions for me or about the role and Tech Mahindra that I can address for you?', 'So, can you give me a feedback about my interview?\n\n', 'Yoda Response: Thank you for the opportunity, Avi. I do have a couple of questions. Could you please provide some insights into the team I would be working with and the projects I might be involved in? Additionally, what are the growth and learning opportunities available at Tech Mahindra for someone in this role?', '4', 'Mohit\'s request for feedback is not an uncommon question, but it is not the best use of this opportunity. Typically, the end of an interview is a chance for candidates to ask about the company, the team, the role, and growth opportunities, as shown in the benchmark response. Mohit could improve by preparing questions that demonstrate his interest in the role and company, as well as his long-term career goals. Asking about the team dynamics, specific projects, and learning opportunities would show his eagerness to contribute and grow within Tech Mahindra.'),
(557, 84, 56, 460, 112, 'Hello Abhinav,\nI\'m Avi, an AI bot interviewer with HCL, and I\'m excited to explore the possibility of you joining our team. I apologize in advance for any delays in our conversation, as I\'m continuously learning and improving. How has your day been?', 'The day\'s been wonderful and I myself am really excited to share my insights with you and hopefully the interview goes well.\n\n', 'Yoda Response: Thank you, Avi. My day has been quite good, and I\'m eager to discuss my experiences and learn more about the opportunities at HCL. I\'m looking forward to our conversation.', '6', 'Abhinav\'s response is polite and expresses enthusiasm, which is a good start to the interview. However, it lacks the additional detail found in the benchmark response, such as mentioning eagerness to discuss experiences and learn more about the opportunities at HCL. Adding such details would demonstrate a proactive attitude and interest in the company.'),
(558, 84, 56, 460, 112, 'That\'s wonderful to hear, Abhinav! I\'m glad you\'re having a good day. We have an interview scheduled now. Is this a good time for you to talk?', 'Absolutely, this is a wonderful time to talk. I am quite eager to give this interview.\n\n', 'Yoda Response: Yes, Avi, this is a perfect time for me. I\'m excited about this opportunity and ready to get started with the interview.', '8', 'Abhinav\'s response is affirmative and conveys eagerness, which is positive. However, it could be improved by directly stating readiness to start the interview, as seen in the benchmark response. This would show a higher level of preparedness and enthusiasm for the opportunity.'),
(559, 84, 56, 460, 112, 'I\'m pleased to hear that, Abhinav. As a representative of HCL, I\'m here to discuss your potential fit for the Software Developer/Engineer role. This position involves collaborating with teams to develop software applications, participating in code reviews, and contributing to the enhancement of existing solutions. With your skills in Java, JavaScript, HTML, CSS, and full-stack development, you seem well-prepared for this role. Today, we\'ll be discussing how your background aligns with our requirements. Are you ready to proceed?', 'Sure, I\'m ready to proceed.\n', 'Yoda Response: Absolutely, Avi. I\'m ready to proceed and discuss how my background and skills can contribute to the role at HCL.', '6', 'Abhinav\'s response is concise and affirmative, indicating readiness to proceed with the interview. However, it lacks the detail and enthusiasm of the benchmark response, which explicitly connects the candidate\'s background and skills to the role at HCL. Abhinav could improve by expressing how his experience aligns with the job requirements and showing eagerness to contribute to the team.'),
(560, 84, 56, 460, 112, 'Can you briefly introduce yourself and a bit about your professional experience? Also would be great to know what is not already in your CV or LinkedIn profile.', 'So, my name is Abhinav Singh and I\'m currently a 4th year student of Shadayuniversity and I\'m really passionate about the field of full-stack developer. So, from the past two years, I\'ve been continuously diving deep into the front-end stuff as well as back-end stuff. My primary interest is in the React framework, which I thoroughly enjoy. So, you mentioned that I express or give you some of the things that are not present in my CV. So, currently, I\'m working on a website which allows editors and creators to collaborate and share videos effortlessly throughout various social media platforms without the creator ever needing to download it locally on his machine and giving the access of editors to upload the approved video. So, that\'s what I\'m working on. I\'m also trying to delve deep into Next.js stack, which I also enjoy. I normally try to deepen my knowledge whenever I can.\n', 'Yoda Response: Certainly, Avi. My name is Yoda, and I\'m currently in my final year of my Bachelor\'s in Computer Science at Sharda University. Over the past year, I\'ve been deeply involved in full-stack development, focusing on both front-end and back-end technologies. My primary interest lies in the React framework, which I find both powerful and enjoyable to work with.\n\nBeyond what\'s mentioned in my CV, I\'m currently working on a project that facilitates seamless collaboration between video editors and content creators. This platform allows creators to share videos across social media without needing to download them locally, while editors can upload approved content directly. Additionally, I\'m exploring the Next.js stack to further enhance my skills. I always strive to deepen my knowledge and stay updated with the latest technologies.', '6', 'Abhinav\'s response provides a good overview of his educational background and his passion for full-stack development, with a focus on React. He also shares a current project that is not on his CV, which is great. However, his response could be improved by being more concise and structured. He could also mention his proactive approach to learning, as seen in the benchmark response, which emphasizes a continuous effort to stay updated with the latest technologies.'),
(561, 84, 56, 460, 112, 'Can you please share how you\'ve applied Python\'s object-oriented programming principles in any of your projects or assignments?', 'I don\'t primarily use Python, but I have some knowledge about it. So, Object Oriented Programming is basically trying to use concepts like abstraction, inheritance and polymorphism and try to reuse the components and use technologies like abstraction to hide details from the end user and as well as inheriting code from the parent component so that we can use it in the child components. Also, concepts such as overloading and overwriting help tremendously.\n', 'Yoda Response: While my primary focus has been on full-stack development with technologies like JavaScript and React, I do have some experience with Python, particularly its object-oriented programming principles. For instance, in one of my academic projects, I used Python to develop a small application where I implemented OOP concepts such as inheritance, polymorphism, and encapsulation. These principles helped me create reusable and modular code, making the application easier to manage and extend. Although I haven\'t used Python extensively, I understand the importance of these concepts and how they can be applied effectively in software development.', '4', 'Abhinav\'s response indicates a basic understanding of object-oriented programming (OOP) principles but does not provide a specific example of how he has applied them, which is a key part of the question. He also starts by stating that he does not primarily use Python, which could be perceived negatively. He should focus on providing a concrete example, even if it\'s a simple one, to demonstrate his understanding of OOP with Python, as shown in the benchmark response.'),
(562, 84, 56, 460, 112, 'I noticed on your resume that you\'ve worked with both Flask and Django. Could you please describe a specific feature or component you implemented using one of these frameworks?', 'I think there\'s some mistake I have. I primarily work in JavaScript. I know that Flask and Django are used in full stack development in the Python environment. Majorly Django used as a backend language.\n', 'Yoda Response: I apologize for any confusion, Avi. My primary experience has been with JavaScript-based frameworks like Node.js and Express.js for back-end development. While I have a basic understanding of Flask and Django from my coursework, I haven\'t had the opportunity to work extensively with them in any projects. My focus has been on leveraging JavaScript technologies to build full-stack applications, but I\'m eager to learn and adapt to new frameworks as needed.', '2', 'Abhinav\'s response clarifies that he does not have experience with Flask and Django, which is a discrepancy from what was assumed based on his resume. It\'s good that he corrected the misunderstanding, but he could have taken the opportunity to express his willingness to learn and adapt, as shown in the benchmark response. Additionally, he could have mentioned his experience with similar technologies to demonstrate his capability to work with various frameworks.'),
(563, 84, 56, 460, 112, 'Please tell me about a time when you had to use NumPy or pandas for data manipulation. What was the nature of the data, and what were the challenges you faced?', 'I have faint experience of using NumPy and pandas. From that I remember we tried to create a machine learning program that would that was an image recognition program that tried to recognize fruits and vegetables basically will show any object and it tried to categorize it into whether it was a fruit or vegetable and that time we tried to use NumPy and pandas and it was a little bit tricky to write code in Python and but eventually we got the hang out of it\n', 'Yoda Response: While my primary focus has been on full-stack development, I do have some experience using NumPy and pandas during a machine learning project in one of my courses. We developed an image recognition program aimed at categorizing objects as either fruits or vegetables. The data we worked with included various images, and we used NumPy for numerical operations and pandas for data manipulation and preprocessing.\n\nOne of the challenges we faced was efficiently handling and transforming the image data to make it suitable for the machine learning model. Initially, it was tricky to get accustomed to Python\'s syntax and the specific functionalities of NumPy and pandas. However, with persistence and practice, we were able to overcome these challenges and successfully implement the program. This experience gave me a foundational understanding of these powerful libraries and their applications in data manipulation.', '4', 'Abhinav\'s response indicates some experience with NumPy and pandas, but the details are vague and lack specificity. He mentions a machine learning project involving image recognition but does not clearly articulate the nature of the data or the specific challenges faced. To improve, Abhinav should provide more concrete details about the project, the data manipulation tasks performed, and how he overcame any challenges, similar to the benchmark response.'),
(564, 84, 56, 460, 112, 'Could you please explain how you have used Git for version control in your projects? Perhaps you could share an example of a merge conflict you resolved and how you went about it.', 'yeah so most of the projects I\'ve worked have some form of version control as I find it really handy in case I accidentally write an important piece of code or something happens like electricity falls or whatever also it is really helpful in projects that involve team collaboration because we can host repository on a platform such as github and then we can collaborate in real-time also the fact that we can share repositories pretty easily is also very handy and you talked about merge conflict so there were a few times when merge conflict arise so whenever merge conflict arise I usually try to use the try to assess whatever code that is conflicting and try to manually select the parts of the code that I want to keep that\'s basically the kind of approach that I usually take with the version control system such as git\n', 'Yoda Response: Certainly, Avi. I use Git extensively for version control in all my projects. It helps me keep track of changes, collaborate with team members, and manage different versions of the code efficiently. For instance, in a recent project where I worked on an image generation platform using the MERN stack, we hosted our repository on GitHub to facilitate real-time collaboration among team members.\n\nRegarding merge conflicts, I encountered a few during this project. One specific instance was when two team members and I were working on different features simultaneously, and our changes conflicted in the same file. To resolve the conflict, I first reviewed the conflicting changes to understand the differences. Then, I manually merged the necessary parts of each change, ensuring that the final code was coherent and functional. After resolving the conflict, I tested the merged code to verify that everything worked as expected. This approach helped maintain the integrity of the project and ensured smooth collaboration among the team.', '6', 'Abhinav\'s response demonstrates an understanding of the importance of version control and mentions the use of Git in team collaboration. However, the response is somewhat disorganized and lacks a clear example of resolving a merge conflict. To improve, Abhinav should focus on providing a specific instance of a merge conflict he resolved, detailing the steps he took to address it, as illustrated in the benchmark response. This would show a more applied experience with Git and the ability to handle common version control issues.'),
(565, 84, 56, 460, 112, 'In your MERN Image Generation Website project, how did you ensure that the user interface was both functional and appealing? Can you discuss any particular front-end challenges you overcame?', 'At that time, we used React in our project and for the design part, we made it inside Figma. So, designing in Figma was really good because it gave us full view of whatever we were trying to build. In the front-end part, I would say the most challenging part was after the images were generated and we had a community page where all the generated images were being stored in the database and at the home page, all of the generated images were being shown. So displaying them in a manner such that the whole website was responsive was a bit of a challenge. We used the Tailwind library which came in handy and also we tried to use the concept of REM and we also incorporated Grid effectively. So, these were the concepts that helped in good front-end design. Also, I would like to point out that we emphasized upon using good color scheme like colors should complement each other, also the font should be readable, so we tried to incorporate all of those things when we thought of our design and React and accompanying libraries really helped us into achieving what we wanted.\n', 'Yoda Response: For our MERN Image Generation Website project, we aimed to create a user interface that was both functional and visually appealing. We used React for the front-end development and designed the UI in Figma, which allowed us to have a clear vision of what we wanted to build.\n\nOne of the main challenges we faced was ensuring that the community page, where all generated images were displayed, was responsive and visually organized. To tackle this, we used the Tailwind CSS library, which provided us with utility-first CSS classes that made styling more manageable. Additionally, we employed the REM unit for scalable and responsive typography and layout, and we effectively utilized CSS Grid to create a flexible and responsive layout.\n\nWe also paid close attention to the color scheme, ensuring that the colors complemented each other and that the font was readable. These design principles, combined with the powerful features of React and Tailwind CSS, helped us overcome the front-end challenges and achieve a user-friendly and aesthetically pleasing interface.', '6', 'Abhinav\'s response effectively outlines the use of React and Figma in the project and touches on the challenges of making the website responsive. He mentions the use of Tailwind, REM units, and CSS Grid, which are relevant details. However, the response could be more structured and concise. Abhinav could improve by clearly stating the problem, the solution, and the outcome, as seen in the benchmark response. Additionally, emphasizing the impact of these solutions on the user experience would strengthen his answer.'),
(566, 84, 56, 460, 112, 'Please describe your approach to database design and interaction in one of your projects. How did you integrate ORM tools, and what benefits did you find they provided?', 'So I primarily used a NoSQL database called MongoDB and and the backend I also used a library called Mongoose which helps me create schemas and models So I have manually created all my schemas and models and then I integrated it through my frontend and Talking about ORMs, I really like to use the Prisma ORM because it helps me write queries in such a way that it could be used with any of the other databases. So primarily, yes, I was using MongoDB and being a NoSQL database, it stores data in JSON-like format and it was pretty good for storing images and Retrieval was also easy because queries were being easily written with the help of Mongoose\n', 'Yoda Response: In my projects, I have primarily used MongoDB as the database solution, particularly for its flexibility and scalability as a NoSQL database. For instance, in the MERN Image Generation Website project, I used Mongoose, an ODM (Object Data Modeling) library for MongoDB, to create schemas and models. This made it easier to define the structure of my data and interact with the database in a more organized manner.\n\nRegarding ORM tools, while I primarily used Mongoose for MongoDB, I also have experience with Prisma ORM. Prisma is particularly beneficial because it allows writing type-safe queries and can be used with various databases, providing flexibility for future projects. The main advantage of using ORM tools like Mongoose and Prisma is that they abstract away much of the complexity involved in database interactions, making it easier to perform CRUD operations and ensuring that the data conforms to the defined schema.\n\nOverall, integrating these tools helped streamline the development process, making database design and interaction more efficient and less error-prone.', '6', 'Abhinav\'s response provides a clear explanation of his use of MongoDB and Mongoose in his projects, which is good. He also mentions an appreciation for Prisma ORM, highlighting its database-agnostic query capabilities. However, his response could be improved by explaining more about the benefits of using ORM tools, such as code maintainability, security, and the ability to write database-agnostic code, as mentioned in the benchmark response. Additionally, discussing the impact of these tools on the development process would provide a more comprehensive answer.'),
(567, 84, 56, 460, 112, 'I\'m curious about how you\'ve implemented responsive design in your projects. Can you please provide an example of how you used Bootstrap or another framework to achieve responsiveness?', 'so achieving responsiveness was also one of our major goals because you don\'t want users on a mobile device or a tablet to experience to hinder the experience like the same way a web website is intended to be looked so for that we used the breakpoints in using the tailwind library we created multiple layouts for various breakpoints like the small size screen for the extra small size screen for the medium breakpoints as well as the normal breakpoints we also tried to use responsive values such as REM and EM to make sure that whenever our window size changes the content stays within also be on our mobile devices to ensure that things don\'t look cluttered we try to incorporate the drop-down menus in mobile devices as well as give really good emphasis on icons that pop out and we also try to make them responsive using the same concept such as breakpoint\n', 'Yoda Response: Ensuring responsiveness was a key focus in my projects, as we wanted users to have a seamless experience across different devices, whether they were on a mobile phone, tablet, or desktop. For instance, in the MERN Image Generation Website project, we used Tailwind CSS to achieve responsiveness.\n\nWe utilized Tailwind\'s utility classes for breakpoints to create multiple layouts tailored for various screen sizes, such as small, medium, and large. This approach allowed us to adjust the layout dynamically based on the device\'s screen size. Additionally, we used responsive units like REM and EM to ensure that text and other elements scaled appropriately with the window size.\n\nTo enhance the mobile experience, we incorporated dropdown menus and emphasized the use of icons that were both visually appealing and functional. These icons were also made responsive using Tailwind\'s breakpoint classes. By focusing on these aspects, we ensured that the website remained user-friendly and visually consistent across all devices.', '6', 'Abhinav\'s response indicates an understanding of responsive design principles and the use of Tailwind CSS for implementing breakpoints and responsive units like REM and EM. However, the response could be more structured and could benefit from a clearer explanation of how these elements were specifically used to achieve responsiveness. Additionally, providing a more detailed example, as seen in the benchmark response, would demonstrate a deeper understanding of responsive design techniques and their practical application in a project.'),
(568, 84, 56, 460, 112, 'SEO is an important aspect of web development. Can you please talk about how you have applied SEO principles in any of your web projects?', 'We know that SEO is really important to make sure that our website ranks in search engines such as Google Bing or DuckDuckGo and SEO in these day and age is really crucial for any business So that its visibility improves. So while we were using the Mern Stack, React is notorious for not Being as effective for SEO tools. So for that We plan to shift our project into Next.js which is much more optimized for SEO, so We mostly try to to improve SEO we need to have Reputed articles or high-ranking pages referred to our Projects page such that and the crawlers of various search engines can reach our website and thus our site would rank higher so we\'re trying to shift from React to Next.js to help our project rank higher using the techniques of SEO\n', 'Yoda Response: SEO is indeed crucial for enhancing the visibility of a website on search engines like Google, Bing, and DuckDuckGo. In my projects, I\'ve taken several steps to apply SEO principles effectively.\n\nFor instance, while working on a project using the MERN stack, I realized that React alone isn\'t very SEO-friendly due to its client-side rendering. To address this, we planned to migrate our project to Next.js, which supports server-side rendering and is more optimized for SEO.\n\nAdditionally, we focused on several key SEO practices:\n1. **Meta Tags**: We ensured that each page had appropriate meta tags, including title, description, and keywords.\n2. **Content Optimization**: We created high-quality, relevant content and used proper heading tags (H1, H2, etc.) to structure the content.\n3. **Internal Linking**: We implemented a strategy for internal linking to help search engine crawlers navigate our site more effectively.\n4. **Alt Text for Images**: We added descriptive alt text to all images to improve accessibility and help search engines understand the content.\n5. **External Links**: We aimed to get backlinks from reputable websites to improve our site\'s authority.\n\nBy incorporating these SEO techniques, we aimed to improve our website\'s search engine ranking and overall visibility.', '4', 'Abhinav\'s response acknowledges the importance of SEO and mentions the intention to migrate from React to Next.js for better SEO optimization. However, the response lacks specific SEO strategies that were implemented in his projects. To improve, Abhinav should mention concrete SEO practices he has applied, such as optimizing meta tags, content, internal linking, alt text for images, and acquiring backlinks, as detailed in the benchmark response. This would demonstrate a practical understanding of SEO and its application in web development.'),
(569, 84, 56, 460, 112, 'Web accessibility is crucial for inclusivity. Please tell me about your experience with implementing WCAG standards in your web development work.', 'Yeah so accessibility is also one of the key factors that we try to incorporate in our projects. So first of all we try to use semantic tags as much as we can to breakdown our websites in such a way that various accessibility softwares can decipher what content are they accessing. And we also try to not include flashy animations and try to adhere to the guidelines of whatever a professional website tries to look like. So we opted for simplicity and ease of use and tried to reduce any amount of friction that the end user might face. So these were the crucial principles that we adhered to while creating most of our projects. you\n', 'Yoda Response: Absolutely, Avi. Ensuring web accessibility is a fundamental aspect of our development process to make sure that our websites are usable by everyone, including people with disabilities.\n\nIn my projects, I have focused on implementing WCAG (Web Content Accessibility Guidelines) standards in several ways:\n1. **Semantic HTML**: We use semantic HTML tags like `<header>`, `<nav>`, `<main>`, `<article>`, and `<footer>` to provide meaningful structure to our content. This helps screen readers and other assistive technologies understand and navigate the website more effectively.\n2. **Keyboard Navigation**: We ensure that all interactive elements, such as links and buttons, are accessible via keyboard navigation, which is crucial for users who cannot use a mouse.\n3. **Alt Text for Images**: We always include descriptive alt text for images to provide context for users who rely on screen readers.\n4. **Color Contrast**: We pay close attention to color contrast to ensure that text is readable against its background, which is essential for users with visual impairments.\n5. **Avoiding Flashy Animations**: We avoid using flashy animations that could be distracting or trigger seizures in users with photosensitive epilepsy.\n6. **ARIA Roles and Attributes**: We use ARIA (Accessible Rich Internet Applications) roles and attributes to enhance the accessibility of dynamic content and complex UI components.\n\nBy adhering to these principles, we aim to create websites that are inclusive and provide a positive experience for all users.', '6', 'Abhinav\'s response shows an awareness of the importance of web accessibility and mentions the use of semantic tags and the avoidance of flashy animations. However, his answer could be improved by providing more specific examples of how he has implemented WCAG standards, such as keyboard navigation, alt text for images, color contrast, and ARIA roles, as outlined in the benchmark response. Including these details would demonstrate a more comprehensive approach to accessibility in his web development projects.'),
(570, 84, 56, 460, 112, 'Cross-browser compatibility can be quite a challenge. Could you please share an example of how you addressed a compatibility issue in one of your projects?', 'Also, cross-browser compatibility issues, during my learning journey I have rarely experienced such incidents but I am aware of it. I try to deter myself from using the latest JavaScript features because most of the current browsers although have support for these changes but the previous versions or older version of browsers may not. They might require something called polyfills, so that\'s why I usually try to test most of my projects on the various popular browsers such as Brave, Tor and Edge as well as Opera and Chrome. So these were the precautions that I took from my side to ensure course compatibility.\n', 'Yoda Response: Cross-browser compatibility is indeed a crucial aspect of web development. While I haven\'t encountered many significant issues, I take several precautions to ensure that my projects work smoothly across different browsers.\n\nFor instance, in my MERN Image Generation Website project, I made sure to test the application on various popular browsers like Chrome, Firefox, Edge, and Safari. One specific challenge I faced was with CSS Grid layout rendering differently in older versions of Internet Explorer. To address this, I used feature detection and applied fallback styles for browsers that didn\'t fully support CSS Grid.\n\nAdditionally, I avoid using the latest JavaScript features that may not be supported by all browsers. When necessary, I use polyfills to ensure compatibility with older browser versions. By thoroughly testing and implementing these strategies, I aim to provide a consistent user experience across all browsers.', '4', 'Abhinav\'s response indicates an awareness of cross-browser compatibility issues and the use of polyfills, as well as testing across different browsers. However, he does not provide a specific example of how he addressed a compatibility issue. To improve, Abhinav should share a detailed instance where he encountered a compatibility problem and the steps he took to resolve it, similar to the benchmark response. This would demonstrate his problem-solving skills and practical experience with cross-browser compatibility.'),
(571, 84, 56, 460, 112, 'Considering your experience with JavaScript, could you please walk me through how you would handle a hypothetical situation where you need to implement a feature that requires asynchronous operations?', 'So implementing asynchronous operations in JavaScript like fetching data from a database or implementing functions like setTimeout. So for that, I usually try to use promises. And for that, I\'m most comfortable with the .then syntax. And I\'m aware of both of the syntaxes that are widely used to handle these asynchronous programming situations. The first one being the .then and catch approach, and the other one being the async of it approach. So these two are my go-to options to handle these async cases.\n', 'Yoda Response: Handling asynchronous operations in JavaScript is essential, especially for tasks like fetching data from an API or working with timers. In such situations, I typically use Promises and the async/await syntax.\n\nFor example, if I needed to fetch data from an API, I would start by using the `fetch` function, which returns a Promise. Here\'s a basic outline of how I would approach it:\n\n1. **Using Promises with .then and .catch**:\n   ```javascript\n   fetch(\'https://api.example.com/data\')\n     .then(response => {\n       if (!response.ok) {\n         throw new Error(\'Network response was not ok\');\n       }\n       return response.json();\n     })\n     .then(data => {\n       console.log(data);\n       // Process the data\n     })\n     .catch(error => {\n       console.error(\'There was a problem with the fetch operation:\', error);\n     });\n   ```\n\n2. **Using async/await**:\n   ```javascript\n   async function fetchData() {\n     try {\n       const response = await fetch(\'https://api.example.com/data\');\n       if (!response.ok) {\n         throw new Error(\'Network response was not ok\');\n       }\n       const data = await response.json();\n       console.log(data);\n       // Process the data\n     } catch (error) {\n       console.error(\'There was a problem with the fetch operation:\', error);\n     }\n   }\n\n   fetchData();\n   ```\n\nI find the async/await syntax to be more readable and easier to manage, especially for complex sequences of asynchronous operations. Both approaches are effective, and I choose based on the specific requirements of the task at hand.', '6', 'Abhinav\'s response shows that he understands the concept of asynchronous operations in JavaScript and is familiar with using promises and the `.then` syntax. However, his explanation lacks depth and does not include a practical example or code snippet, which would demonstrate his ability to implement these concepts. To improve, Abhinav could provide a more detailed walkthrough, including code examples, as shown in the benchmark response. This would illustrate his proficiency in handling asynchronous operations in JavaScript and his ability to choose the right approach for different scenarios.'),
(572, 84, 56, 460, 112, 'Imagine you have a piece of code that works perfectly on your local machine but fails when deployed to the production server. Please explain your approach to troubleshooting this issue without writing any code.', 'I would try to see if the piece of code that I have deployed has all the necessary dependencies that it required on my local machine. It might be possible that my local machine\'s environmental variables or its resource requirements might be sufficient on my local machine but when deployed it probably might not be getting the required resources that it actually requires for proper functionality. Also it might be the case that there may be some error during deployment so I will try to walk through the code that has been deployed. Those would be my tactics to try to troubleshoot without writing any extra code.\n', 'Yoda Response: If a piece of code works perfectly on my local machine but fails when deployed to the production server, my approach to troubleshooting would involve several steps:\n\n1. **Check Dependencies**: Ensure that all necessary dependencies are correctly installed and configured on the production server. This includes verifying versions of libraries and packages to ensure compatibility.\n\n2. **Environment Variables**: Compare the environment variables on my local machine with those on the production server. Sometimes, discrepancies in environment variables can lead to unexpected behavior.\n\n3. **Resource Availability**: Assess the resource requirements such as memory, CPU, and storage. It\'s possible that the production server may not have sufficient resources to run the code efficiently.\n\n4. **Error Logs**: Review the server logs and any error messages generated during deployment. These logs can provide valuable insights into what might be going wrong.\n\n5. **Configuration Files**: Check configuration files to ensure they are correctly set up for the production environment. This includes database connection strings, API keys, and other configuration settings.\n\n6. **Network Issues**: Investigate any potential network-related issues, such as firewall settings or network permissions, that might be affecting the code\'s ability to function properly.\n\n7. **Deployment Process**: Review the deployment process to ensure that there were no errors or issues during the deployment itself. Sometimes, files may not be transferred correctly, or permissions may not be set appropriately.\n\nBy systematically going through these steps, I can identify and resolve the issue without writing any additional code.', '6', 'Abhinav\'s response shows an understanding of some common deployment issues, such as checking dependencies and resource requirements. However, his approach could be more systematic and thorough. He could improve by detailing a step-by-step troubleshooting process, including checking error logs, configuration files, and network issues, as outlined in the benchmark response. Providing a structured approach to troubleshooting would demonstrate a more comprehensive problem-solving strategy.'),
(573, 84, 56, 460, 112, 'Can you please describe a situation where you had to work closely with a team to solve a complex problem, and how you contributed to achieving the solution?', 'So, this was one of my first projects that I tried to make. It was a blockchain voting system platform that used React in the front end and we had to incorporate some smart contracts as well as the normal web2 databases that we have. So, integrating all of those components was a challenge, also using Solidity to write these smart contracts for acting as the voting base was a challenge. So, we all thoroughly discussed. We had an issue with using the testnet faucets over there. So, that was the approach that I took and in React we had problems with responsiveness as well as designing the components. So, we tried to brainstorm it. It was a hackathon project so we didn\'t have much time but we pushed through it and we delivered the project at the end.\n', 'Yoda Response: Certainly, Avi. One memorable experience of working closely with a team to solve a complex problem was during a hackathon where we developed a blockchain-based voting system. The project involved integrating React for the front end, Solidity for writing smart contracts, and traditional web2 databases.\n\nOne of the main challenges we faced was integrating these diverse components seamlessly. For instance, writing and deploying smart contracts using Solidity was new to us, and we encountered issues with testnet faucets. Additionally, we had to ensure the React front end was responsive and user-friendly, which required careful design and implementation.\n\nTo tackle these challenges, we held thorough brainstorming sessions where each team member contributed their expertise. I focused on the front-end development, ensuring that the user interface was both functional and visually appealing. I also collaborated with team members working on the smart contracts to understand how to best integrate them with our React components.\n\nDespite the time constraints of the hackathon, our teamwork and effective communication allowed us to push through the challenges and deliver a functional and innovative project. This experience reinforced the importance of collaboration and leveraging each team member\'s strengths to achieve a common goal.', '6', 'Abhinav\'s response provides a good example of a project where teamwork was essential. He mentions the challenges faced and the collaborative efforts to solve them. However, the response could be improved by detailing his specific contributions to the solution and the strategies used for effective teamwork, as seen in the benchmark response. Additionally, emphasizing the role of communication and how the team leveraged each member\'s strengths would demonstrate a deeper understanding of collaborative problem-solving.'),
(574, 84, 56, 460, 112, 'Please tell me about a time when you received critical feedback on your work. How did you handle it, and what did you learn from that experience?', 'I vividly remember one of the times that one of my team mate wanted to have a discord bot for his discord server and there we wanted to only invite certain members who had paid for the service so I tried to create a bot which was meant to send email confirmation form on the emails of every possible participant under which if they had paid they were supposed to enter the details and then an automatic request to join the discord server would be sent but what happened is that when this form went out live more number of people tried to submit the form at the same time and then it was intended so those and that was the time that I learned that things need to work at scale locally usually when we create our local projects we try not to think much about our project being scalable but at times like those I realized that how important it is to plan in advance for our projects to be scalable yeah\n', 'Yoda Response: I recall a situation where I received critical feedback on a project I was working on for a friend\'s Discord server. We needed a bot to manage invitations for members who had paid for access. I developed a bot that sent email confirmation forms to potential participants, and upon verification, an automatic request to join the Discord server would be sent.\n\nHowever, when the form went live, we encountered an issue where a large number of people tried to submit the form simultaneously, causing the system to become overwhelmed. My teammate pointed out that the bot wasn\'t handling the load efficiently, and this was a critical flaw.\n\nI took the feedback constructively and realized the importance of designing systems that can scale. I revisited the project, optimized the code, and implemented better load management techniques. This experience taught me the value of planning for scalability from the outset, even for projects that start small. It also reinforced the importance of testing under different conditions to ensure robustness.', '6', 'Abhinav\'s response illustrates a situation where he learned about the importance of scalability through critical feedback. However, the response could be more structured and focused on how he specifically addressed the feedback and what steps were taken to resolve the issue. He could improve by clearly stating the actions he took following the feedback and the key lessons learned, as demonstrated in the benchmark response. This would show a more reflective and proactive approach to handling critical feedback.'),
(575, 90, 39, 382, 91, 'Hello Suresh Reddy,\nWelcome! I\'m Avi, your interviewer from Royal Enfield. I\'m excited to explore the possibility of you joining our team. As an autonomous AI bot, I may have a slight delay in our conversation, for which I apologize. Rest assured, I\'m constantly learning and improving. How has your day been?', 'Yeah, hi. It was good. I was doing good. Yeah.\n\n', 'Thank you, Avi. My day has been quite productive so far, and I\'m excited to be here, looking forward to our conversation. How about you?', '2', 'Suresh Redddy\'s response was brief and lacked enthusiasm. It would be beneficial for him to express more eagerness about the opportunity and to engage with the interviewer by inquiring about their day as well.'),
(576, 90, 39, 382, 91, 'That\'s wonderful to hear, Suresh. I\'m glad your day is going well. We have an interview scheduled at this moment. Is this still a convenient time for you to talk?', 'yeah it was scheduled and yeah it is a convenient time to talk\n\n', 'This is truly a wonderful time for me, and I’m thrilled to participate in our discussion. Thank you for getting in touch!', '4', 'Suresh Redddy\'s response was affirmative and to the point, confirming the scheduled time. However, it lacked a professional tone and the enthusiasm that could have been conveyed by expressing readiness and appreciation for the interviewer\'s consideration.'),
(577, 90, 39, 382, 91, 'Hello Suresh, I\'m pleased to meet you. I\'m an interviewer with Royal Enfield, a company with a rich history as the oldest motorcycle brand in continuous production, with a strong presence in the mid-sized two-wheeler segment in India. Today, we\'re looking for a skilled HMI Developer to join our Digital & IT team in Chennai. The role involves owning the end-to-end development of Android platform components, customizing Android for specific hardware, and ensuring platform stability and security. With your 6.5 years of experience in Android development and expertise in Java, Kotlin, and Android system architecture, we\'re keen to discuss how you can fit into this role. Are you ready to proceed with the interview to explore this opportunity further?', 'Yeah, I\'m ready to explore the opportunities. Yeah, I\'m proceeding with the interview.\n', 'I am excited about the opportunity to work with Royal Enfield and to discuss how my experience and skills can contribute to your team. Let\'s proceed with the interview.', '4', 'Suresh Redddy\'s response was affirmative, indicating his readiness to proceed with the interview. However, it lacked depth and did not express enthusiasm or a clear understanding of how his skills align with the role. A more detailed response would have demonstrated his interest and how his experience makes him a good fit for the position.'),
(578, 90, 39, 382, 91, 'Can you briefly introduce yourself and a bit about your professional experience? Also would be great to know what is not already in your CV or LinkedIn profile.', 'Yeah, I\'m Suresh having around like 6.6 years of experience in Android application development and as well as in AOSP and since 2 years I\'m working with Voola Electric as a HMI developer and my key responsibilities over there is like new implementations and mostly into Wi-Fi connectivity and Bluetooth module development either in application development and both in AOSP and I have work done and apart from CV I can say I\'m like a enthusiastic learner I\'m like I\'m more interested in forming and I run my own firm at my hometown.\n', 'My name is Avi, and I have over six years of experience in Android application development, specializing in Java, Kotlin, and Android system architecture. For the past two years, I have been working as an HMI developer at Voola Electric, where I have contributed to new implementations, particularly in Wi-Fi connectivity and Bluetooth module development, both in application development and AOSP.\n\nIn addition to what is detailed in my CV, I am a passionate and lifelong learner. I enjoy exploring new technologies and methodologies to keep my skills current. Furthermore, I have a strong interest in farming and manage a small farm in my hometown, which helps me stay grounded and connected to nature.', '6', 'Suresh Redddy\'s response provides a brief overview of his professional experience, highlighting his role as an HMI developer and his work with Wi-Fi and Bluetooth modules. However, the response could be more structured and articulate to convey his experience and interests clearly. Mentioning his enthusiasm for learning and his personal venture in farming adds a nice personal touch, but it should be presented in a way that connects better with his professional profile and the role he\'s applying for.');
INSERT INTO `bot_questionwise` (`id`, `botInterviewId`, `candidateId`, `resumeId`, `screeningId`, `question`, `response`, `benchmark_response`, `score`, `feedback`) VALUES
(579, 90, 39, 382, 91, 'Can you please share your experience with Android Platform Development, specifically any challenges you faced while customizing the Android platform for different hardware configurations?', 'yeah it\'s been like us almost 6.5 to 7 years of experience into Android application development and as well as since two years I\'m working with iOSP so far I have worked with I mean like in an application development yeah bit hurdles was there without some jetpack components more it was more than enthusiastic to learn and there are much more to explore when it comes to iOSP it is bit difficult and where it once you get to used to the framework then it will be okay otherwise like it was like even to find a bugs or there like a when you trace out the logs or in or like a it will be like a quite difficult we find then later on like a once I get used to it well I find some keywords to get the issue what exactly the way the issue is exactly and where you if you get to know the iOSP development complete paths then you\'ll be used to it I mean like initially definitely no one will be like a expert so as the days are going on like a keep on working on that so you can know the paths where the file will be like a way the issue is so through logs we can analyze using some keywords and traces and where it comes to the different versions of Android when you are changing while changing MK file we I found bit difficulty even single colon or comma it makes a error in a build so which takes a ways to build to turn around like half an hour to build so yeah that\'s why like bit difficulty over there yeah\n', 'Over my 6.5 years of experience in Android application development, particularly in the last two years working with AOSP, I have encountered several challenges while customizing the Android platform for various hardware configurations. \n\nOne of the main challenges was adapting to the complexities of AOSP. Initially, it felt overwhelming due to the intricate framework and the absence of some familiar Jetpack components. Debugging issues, especially when tracing logs, proved to be particularly difficult. However, over time, I developed a systematic approach to identify and resolve problems by utilizing specific keywords and traces in the logs.\n\nAnother significant challenge was managing the build configurations, particularly with the Android.mk files. Even minor syntax errors, such as a misplaced colon or comma, could lead to build failures, which were time-consuming to troubleshoot since each build could take up to half an hour. Through persistent effort and learning, I became skilled at navigating these challenges and ensuring smooth customizations for different hardware configurations.', '4', 'Suresh Redddy\'s response touches on his experience with Android application development and AOSP, mentioning challenges with Jetpack components and debugging. However, the response is disorganized and lacks clarity, making it difficult to follow. He could improve by structuring his thoughts more coherently, detailing specific challenges, and explaining how he overcame them. Additionally, he should focus on articulating the impact of these challenges on his work and the solutions he implemented.'),
(580, 90, 39, 382, 91, 'Please describe a project where you were responsible for User Interface Development on Android. How did you approach the design and implementation of UI components?', 'so so far when I was working with a complete mobile application development so user interface generally like UI designers will give how the prototype looks and all so we\'ll be using that UI and in Android we\'ll create XML files and through that XML files we\'ll connect through Java files and like a very we\'ll import the things and we\'ll connect the widgets and attributes whatever we need to do like then through API call we\'ll get data and we\'ll display it in a UI so this is what where it comes to the Ebola electric when I work with a Ebola electric scooter that UI is completely Kanji which is not a Android UI that is a third-party UI so we need to integrate some third-party dependency and to integrate that UI so we need to code it in a cc++ files so through that only we can do interface between a code Android and this Kanji so that how we have that\'s how we have done so far thank you\n', 'One of the notable projects I was responsible for in User Interface Development was during my time at Voola Electric, where I worked on the HMI for their electric scooter. \n\nIn a typical mobile application development scenario, UI designers create prototypes that we then convert into XML layouts for Android. These XML files are connected to Java or Kotlin code, allowing us to bind UI components and manage user interactions. Data is retrieved through API calls and presented on the user interface.\n\nWhat made the project at Voola Electric unique was that the UI was developed using Kanzi, a third-party UI tool, instead of native Android components. This required integrating Kanzi dependencies and interfacing it with Android using C/C++ code. It was a challenging yet rewarding experience, as it involved bridging different technologies to create a seamless user interface. This approach demanded careful planning, a solid understanding of both the Kanzi and Android frameworks, and ensuring smooth communication between the two.', '4', 'Suresh Redddy\'s response provides a general overview of his experience with UI development, mentioning the use of XML files and the integration of third-party UI tools like Kanzi. However, his explanation lacks detail and does not clearly articulate the process of design and implementation. He could improve by providing a more structured response, explaining his approach to UI design, the challenges faced, and how he overcame them, as well as the impact of his work on the project\'s success.'),
(581, 90, 39, 382, 91, 'Performance optimization is crucial in mobile development. Could you please tell me about a time when you optimized an Android system for better performance? What specific metrics were you focusing on?', 'Yeah, when it comes to the performance, yeah, it is a crucial role. So suppose once you, I\'ll give some light example. So once if you are creating any object or a string, so you should make it reusable. And once you are using it, you should clear it off. And if you are not using it like a, just don\'t use it anywhere in a code, I mean, like, you need to remove that code, read and encode is not needed in Android. And even if you are storing something in your preferences, shared preferences or DB, after the usage of your data, then you just clear it and like a make it clear, otherwise, like a junk data will be stored and so that it will affect the performance of the Android. I mean, like it will affect overall Android application system. So that, so be cautious about when you are creating any objects or like any functions. So make a reusable, reusability of a code is like a much more dependence and yeah, you have to follow the certain protocols while writing the program. So how to call using interfaces instead of writing all your programming in a one file, just make interfaces and call one function in a, if you wanted to reuse and you just keep it in a public class and you can access that class everywhere, wherever you want to the same class, instead of creating multiple times of that class or object or function, whatever it is. So these are the two examples I can say to make a performance better performance in Android.\n', 'Performance optimization is essential in mobile development. One significant experience I had was enhancing the performance of an Android application by focusing on memory management and efficient coding practices. \n\nFor example, I ensured that objects and strings were reused whenever possible and properly cleared when no longer needed. This approach helped reduce memory leaks and prevent unnecessary memory consumption. Additionally, I took the time to eliminate any redundant or unused code, which can clutter the application and hinder performance. \n\nAnother important aspect was managing data stored in SharedPreferences or databases. I made sure to clear out data that was no longer needed to avoid the accumulation of junk data, which can slow down the system over time. \n\nI also prioritized structuring the code efficiently by utilizing interfaces and public classes. This strategy enhanced reusability and modularity, minimizing the need to create multiple instances of the same class or function. By adhering to these practices, I significantly improved the application\'s performance, making it more responsive and efficient. \n\nThe specific metrics I focused on included memory usage, CPU utilization, and response time, ensuring that the application ran smoothly and efficiently under various conditions.', '4', 'Suresh Redddy\'s response indicates an understanding of the importance of performance optimization, mentioning object reuse and code cleanliness. However, his explanation is somewhat disjointed and lacks specific examples of performance metrics or the impact of his optimizations. He could improve by providing a clear and concise example of a performance issue he addressed, the specific metrics he improved, and the techniques he used to achieve these improvements.'),
(582, 90, 39, 382, 91, 'Android Security is a critical aspect. Can you please discuss how you have implemented security best practices in any of your past projects?', 'yeah Android security it is important but when it comes to the application and so we use like a certificate HTTPS certificate will validate whenever we call the API call and we did it when it comes to the Android system so Android security system I didn\'t work on it actually so when it comes to the applications yeah I have worked on like how we get like a some whenever you make a API call we need a certificate to certify that to communicate\n', 'Security is a vital aspect of Android development. In my previous projects, I have implemented several best practices to ensure the safety and integrity of applications.\n\nFor instance, when handling API calls, I always secure communication using HTTPS, which encrypts data in transit. This process involves obtaining and validating SSL/TLS certificates to establish a secure connection between the client and server.\n\nI also adhere to secure coding practices, such as input validation, to prevent injection attacks, and I ensure that sensitive data is stored securely. For example, I utilize encrypted storage mechanisms for sensitive information and avoid storing any data in plain text.\n\nAnother essential component is the implementation of proper authentication and authorization mechanisms. This includes using OAuth2 for secure user authentication and ensuring that API endpoints are protected with appropriate access controls.\n\nI follow Android\'s security guidelines for permissions, making sure that the application requests only the necessary permissions and manages them appropriately. This approach minimizes the risk of exposing the application to potential security vulnerabilities.\n\nWhile my primary experience has been with application-level security, I recognize the importance of system-level security and continuously strive to stay updated with the latest security practices and developments in the Android ecosystem.', '4', 'Suresh Redddy\'s response indicates a basic understanding of the importance of Android security, particularly in the context of API calls and HTTPS certificates. However, his response lacks depth and does not cover a broad range of security best practices. He could improve by providing more detailed examples of how he has implemented security measures, such as data encryption, secure storage, authentication, and authorization mechanisms, as well as how he has followed Android\'s security guidelines for permissions.'),
(583, 90, 39, 382, 91, 'Collaboration is key in any project. Could you please provide an example of how you effectively communicated technical concepts to non-technical stakeholders?', 'so for this there is an example so as I\'m working with HMI sometimes I used to go to factory this scooter assembling parts I mean like they don\'t know those people doesn\'t have any knowledge about software so they are just hardware they just fit fitting so I just make them to explain like this is what this is I mean like a briefly I\'ll explain over the flowchart or like a digital flowchart or how it is this is how it works what we are doing how it works and I like I\'ll explain I mean like yeah in high level like if you go through like a flowchart they\'ll understand and like I\'ll make them to like a technical words more technical words they won\'t understand but like yeah basic they can understand and I\'ll make them to understand and when it comes to collaboration yeah then if you are working with a team yeah you need a collaboration you have to communicate with everyone what you are going to do what others are going to do you need to know and like if they need any support you just support I mean like you can help them and it\'s our work not my work actually it\'s not their work too it\'s our work so if anyone is get stuck in here in middle like I will jump into it like I will look into what is the issue and like I will figure out and we\'ll fix the issue that\'s how it is it works\n', 'Effective communication with non-technical stakeholders is crucial for the success of any project. In my experience as an HMI developer, I collaborated closely with the factory team responsible for assembling scooters. While these team members were experts in hardware, they had a limited understanding of software concepts.\n\nTo bridge this gap, I used visual aids such as flowcharts and diagrams to explain the software\'s functionality and its integration with hardware components. By simplifying complex technical concepts into more relatable terms, I was able to convey the necessary information effectively. For instance, I would describe how the software controls various scooter functions, like indicators and brakes, and how it interacts with the hardware sensors.\n\nI also highlighted the importance of collaboration within the team. I believe in the philosophy that it is \"our work\" rather than \"my work\" or \"their work.\" This mindset fosters a collaborative environment where team members support one another. If someone encounters an issue, I prioritize stepping in, understanding the problem, and helping to find a solution. This approach not only ensures smooth project execution but also builds a strong, cohesive team.', '4', 'Suresh Redddy\'s response shows that he understands the importance of communicating technical concepts to non-technical stakeholders and mentions the use of flowcharts as a tool. However, his explanation is somewhat unstructured and could benefit from more clarity and specific examples of how he simplified complex technical information. He could improve by clearly outlining his methods for translating technical jargon into layman\'s terms and providing concrete examples of successful communication that led to better collaboration.'),
(584, 90, 39, 382, 91, 'Considering your experience, could you walk me through a complex coding problem you\'ve solved on the Android platform, focusing on your approach and the outcome?', 'so so far I have faced a issue like a CAN communication over like a hardware like we have a Quetel and some chip was there so from scooter we\'ll get a CAN ID in a different format I mean like which is a 16 byte format we should make it in a hexadecimal and like we need to then we need to make it in a convert into a string and then we should make the UI I mean like a in a understandable user understandable way we should make it that was a complex problem I faced and we have created like a separate interface for it which is a data parser so through scooter you\'ll just it will be keep on throwing the CAN IDs like I you should catch you should completely like a read whatever can you need it like I have to read that and like I you have to decode it and you convert into hexabyte and then you just convert into a string whatever you want and display it you know why so this is what the complexity I have faced\n', 'One of the more complex coding challenges I faced involved CAN communication in an electric scooter project. The scooter\'s hardware transmitted CAN IDs in a 16-byte format, which needed to be processed and displayed in a user-friendly manner on the interface.\n\nThe main challenge was decoding these CAN IDs, which required converting the 16-byte data into hexadecimal format, then into a string, and finally presenting it in a way that users could easily understand. To tackle this, I designed a data parser interface specifically for this task.\n\nMy approach included the following steps:  \n1. **Data Capture**: Continuously read the incoming CAN IDs from the scooter\'s hardware.  \n2. **Decoding**: Convert the 16-byte data into hexadecimal format.  \n3. **String Conversion**: Further convert the hexadecimal data into a readable string format.  \n4. **UI Integration**: Display the processed data on the user interface in a clear and understandable way.  \n\nBy creating a dedicated data parser, I streamlined the process of decoding and displaying the CAN IDs. This not only resolved the immediate issue but also provided a reusable solution for future enhancements. The result was a more intuitive and user-friendly interface that accurately reflected the scooter\'s status and functionality.', '4', 'Suresh Redddy\'s response indicates that he has dealt with a complex coding problem involving CAN communication and data parsing. However, his explanation is not well-structured and lacks clarity in describing the approach and the steps taken to solve the problem. He could improve by providing a more systematic description of the problem, the specific steps of his approach, and the successful outcome, including how it improved the user experience or system functionality.'),
(585, 90, 39, 382, 91, 'Imagine you\'ve implemented a new feature, but during testing, it\'s causing the application to crash intermittently. How would you approach diagnosing and resolving this issue?', 'so generally like a when it crashes like I\'ll collect the logs or else like if it is a like a customer and we have a traceability or like a trace logs or whatever it is I will collect if it is a customer vehicle we\'ll be authenticating our application to events there are many third-party New Relic events or whatever like how we can implement so that true that that is a one way to get analysis where it is crashed how it is crashed at what time and I will get analysis of the logs and otherwise like a wheel as soon as we collect the logs to get the traceability we\'ll find a using keywords underscore in our crash fatal exception like a through that we can get to know that it is exactly crashed if you find that such logs in our traces or logs so the we can find there is a log happened and where it has happened and all like what it is we can do and we can give a fix to it\n', 'Diagnosing and resolving intermittent crashes can be quite challenging, but a systematic approach can effectively identify and fix the issue. \n\nTo start, I would collect logs from the application. If the crash occurs on a customer’s device, I would use third-party monitoring tools like New Relic or Firebase Crashlytics to gather detailed crash reports. These tools provide valuable insights into the crash, including the stack trace, the exact time of the incident, and the device state.\n\nNext, I would analyze the logs to identify patterns or specific keywords such as \"fatal exception\" or \"crash.\" This analysis helps pinpoint the exact location in the code where the crash occurred. I would look for commonalities in the crashes to determine if there are specific conditions or actions that trigger the issue.\n\nOnce I have identified the potential cause, I would replicate the issue in a controlled environment to gain a better understanding. This involves creating test cases that mimic the conditions under which the crash occurs.\n\nAfter determining the root cause, I would implement a fix and thoroughly test it to ensure the issue is resolved. This process might involve code refactoring, improving error handling, or optimizing resource usage.\n\nFinally, I would deploy the fix and closely monitor the application to ensure that the crash no longer occurs. Continuous monitoring allows for the early detection of any residual issues, helping to maintain the application\'s stability.\n\nBy following this structured approach, I can effectively diagnose and resolve intermittent crashes, ensuring a smooth and reliable user experience.', '4', 'Suresh Redddy\'s response shows that he is familiar with the process of diagnosing crashes using logs and monitoring tools. However, his explanation is somewhat vague and lacks a clear, step-by-step approach to resolving the issue. He could improve by outlining a more structured methodology for diagnosing and fixing the crash, including how he would replicate the issue, identify the root cause, implement a fix, and verify the solution\'s effectiveness.'),
(586, 90, 39, 382, 91, 'In your work with Java or Kotlin, can you please provide an example of a particularly challenging piece of code you wrote and how it contributed to the project?', 'so far i have worked with java only recently like a hand in hand i am working with kotlin when it comes to java i was making some printer connection to my mobile application that was like a third party application where you have to give some command from your application so that print has to come through over wifi connection without any usb connection so that was a complicated part through AIDL i have made it to communicate with the printer so that was the piece of code like where AIDL callbacks the same callback you have to implement in server end also if it is not like it will not work so that both AIDL has to match so that callbacks has to be overridden then only it will work so there i have found a great difficulty but later on now i understood what it is\n', 'One particularly challenging piece of code I wrote involved integrating a third-party printer with a mobile application using Java. The goal was to enable printing over a Wi-Fi connection without any USB connections, which required precise communication between the app and the printer.\n\nTo achieve this, I utilized Android Interface Definition Language (AIDL) to facilitate the communication. AIDL allows you to define the programming interface that both the client and service agree upon to communicate with each other using interprocess communication (IPC).\n\nThe challenge was ensuring that the AIDL callbacks were correctly implemented on both the client and server sides. Any mismatch in the callbacks would result in communication failure. I had to meticulously define the AIDL interface and implement the callbacks in both the application and the printer\'s server side.\n\nAfter several iterations and debugging sessions, I successfully established a stable communication channel between the mobile application and the printer. This implementation allowed users to send print commands from the app and receive printed documents over Wi-Fi seamlessly.\n\nThis piece of code was crucial for the project as it enabled a key feature that significantly enhanced the user experience by providing a convenient and wireless printing solution. The experience also deepened my understanding of AIDL and IPC mechanisms in Android, which has been invaluable in subsequent projects.', '4', 'Suresh Redddy\'s response indicates that he has experience with Java and has worked on integrating a third-party printer via Wi-Fi using AIDL. However, his explanation is not detailed and lacks clarity on the specific challenges he faced and how he overcame them. He could improve by providing a more detailed account of the problem, the steps he took to solve it, and how his solution contributed to the overall success of the project.'),
(587, 90, 39, 382, 91, 'Please tell me about your experience with CI/CD pipelines. How have you ensured that automated testing is effective in maintaining code quality?', 'CICD testing particularly in Dubai, we have implemented some JUnit testing, but when it comes to the automated testing, still we haven\'t worked on it. We are doing manually only.\n', 'My experience with CI/CD pipelines involves setting up and maintaining automated processes to ensure the continuous integration and delivery of code. While I have primarily worked with JUnit for unit testing, I have also implemented automated testing strategies to uphold code quality.\n\nIn one of my projects, we used Jenkins as our CI/CD tool. I configured Jenkins pipelines to automate the build, test, and deployment processes. For automated testing, we integrated JUnit for unit tests and Espresso for UI tests. These tests were triggered automatically with every code commit, allowing for immediate validation of any new changes.\n\nTo ensure the effectiveness of automated testing, I focused on the following:\n\n1. **Comprehensive Test Coverage**: Writing extensive unit tests and UI tests to cover various scenarios and edge cases, which helped catch bugs early in the development cycle.\n\n2. **Test Reliability**: Ensuring that the tests were reliable and not flaky, which involved stabilizing the tests to provide consistent results.\n\n3. **Continuous Monitoring**: Monitoring test results and promptly addressing any failures, which helped maintain a high standard of code quality.\n\n4. **Code Reviews**: Incorporating automated code review tools like SonarQube to analyze the code for potential issues and ensure adherence to coding standards.\n\nBy integrating these practices into the CI/CD pipeline, we maintained a high level of code quality and ensured that the application remained stable and performant throughout the development process.', '2', 'Suresh Redddy\'s response indicates a limited experience with CI/CD pipelines and automated testing, mentioning some use of JUnit testing but acknowledging a lack of work on automated testing, as it is still done manually. To improve, he should focus on gaining experience with automated testing frameworks and understanding how they can be integrated into CI/CD pipelines to enhance code quality and streamline the development process.'),
(588, 90, 39, 382, 91, 'Given your experience with AOSP or AAOS, can you please describe a significant contribution you made to a project using these platforms?', 'When it comes to AOSP, I have created a custom service and created some extra widget in Android settings and some changes in Android version when you upgrade this MK file and this vendor management, vendor files. So I have worked on those, those has a exposure and like the CTS, GTS verifier, I have worked on.\n', 'One significant contribution I made to a project using AOSP was the creation of a custom service and the development of additional widgets within the Android settings. This involved several key tasks. I developed a custom service that provided specific functionalities required by the project, which was integrated into the AOSP framework to allow seamless interaction with other system components. I also created new widgets for the Android settings menu, offering users enhanced options and controls tailored to the project\'s specific needs. Additionally, I worked on upgrading the Android version, modifying the MK files, and managing vendor-specific files to ensure compatibility and stability across different hardware configurations. To guarantee compliance with Android standards, I conducted Compatibility Test Suite (CTS) and Google Test Suite (GTS) verifications, running a series of tests to validate that the customizations met the required specifications without introducing any issues. \n\nThese contributions were crucial in enhancing the functionality and user experience of the project, ensuring that the customizations were robust and compliant with Android standards, and providing a stable and reliable platform for end users.', '4', 'Suresh Redddy\'s response indicates that he has experience with AOSP, mentioning the creation of a custom service and changes to Android settings. However, his response lacks detail and does not clearly articulate the impact of his contributions. To improve, he should provide more specific information about the nature of the custom service and widgets he developed, the challenges faced during the Android version upgrades, and how his work with CTS and GTS verification contributed to the project\'s success.'),
(589, 90, 39, 382, 91, 'Cloud platforms and containerization are becoming more prevalent. Can you please discuss how you have utilized these technologies in your Android development work?', 'So when it comes to the cloud platform, yeah We\'ll be in Android development One is through APS We\'ll be using cloud cloud platform and for events management I mean like for that one we\'ll use cloud platform management. Yeah, it is effective because like a data Transfer will be all the data We cannot store inside the application so that data will be stored in a cloud and whenever we want like a we can push and send Receive and data send and receive the data so that it is like Much accessible app will get like lightweight. So\n', 'Cloud platforms and containerization have become essential components of modern Android development. In my experience, these technologies significantly enhance the scalability and efficiency of applications.\n\nIn my projects, I primarily utilize cloud platforms for data storage and management. By leveraging cloud services, we can offload data storage from the device, making the application lighter and more efficient. For instance, we use cloud-based APIs to handle data transfer, ensuring that large datasets are stored securely in the cloud and accessed as needed. This approach not only improves the app\'s performance but also enhances data accessibility and reliability.\n\nContainerization, particularly with Docker, has been crucial in creating consistent development and deployment environments. By containerizing our applications, we ensure they run uniformly across different environments, from development to production. This eliminates the \"it works on my machine\" problem and streamlines the deployment process.\n\nFor example, we containerized our backend services using Docker, which allowed us to easily manage dependencies and configurations. This ensured that the services were portable and could be deployed across various platforms without compatibility issues. Additionally, using orchestration tools like Kubernetes helped us manage and scale these containers efficiently.\n\nBy integrating cloud platforms and containerization into our development workflow, we have created robust, scalable, and efficient applications capable of handling large volumes of data while providing a seamless user experience.', '4', 'Suresh Redddy\'s response indicates a basic understanding of utilizing cloud platforms for data management in Android development. However, his explanation is vague and lacks specific examples of how he has applied these technologies effectively. He could improve by providing concrete examples of projects where he used cloud services and containerization, detailing the benefits they brought to the application\'s performance, scalability, and development process.'),
(590, 90, 39, 382, 91, 'Android Development Tools like Android Studio and Gradle are essential. Can you please share how proficiency with these tools has impacted your development process?', 'Android Gradle manifest these things are like a very important to build your I mean like a to build your code and like how to make a versions to add dependencies Gradle is very important and when you are declaring any I mean like if you wanted to create any service or activity you have to declare it in your manifest file so that it will be yeah these are the two important things without that you cannot run your application build your application\n', 'Proficiency with Android development tools like Android Studio and Gradle has significantly streamlined and enhanced my development process.\n\nAndroid Studio serves as the primary integrated development environment (IDE) for Android development, offering a comprehensive suite of tools that facilitate efficient coding, debugging, and testing. Features such as intelligent code completion, real-time error detection, and powerful refactoring tools assist in writing clean and maintainable code. The integrated emulator and device manager simplify the testing of applications across various configurations, ensuring compatibility with different devices.\n\nGradle is essential for managing project dependencies, building, and deploying applications. Its flexibility allows for the customization of build processes to meet specific project needs. For instance, I use Gradle to manage dependencies effectively, ensuring that the correct libraries and versions are included. It also aids in setting up different build variants and flavors, which is particularly useful for handling multiple versions of an application, such as free and paid versions.\n\nThe combination of Android Studio and Gradle has made the development process more efficient. Automated builds and dependency management save time and minimize the risk of errors. Gradle ensures that builds remain consistent across different environments, which is crucial for maintaining code quality and stability. Additionally, Android Studio\'s debugging tools, along with Gradle\'s support for automated testing, help identify and resolve issues early in the development cycle, resulting in more stable and reliable applications. Gradle\'s flexibility also allows for easy project scalability, whether adding new features, integrating third-party libraries, or managing complex build configurations.\n\nOverall, proficiency with these tools has enabled me to develop high-quality Android applications efficiently and effectively, ensuring a smooth development lifecycle from coding to deployment.', '4', 'Suresh Redddy\'s response acknowledges the importance of Android Studio and Gradle in the development process but lacks depth and detail regarding their impact. He could improve by elaborating on specific features of Android Studio that enhance productivity, such as the layout editor or the version control integration, and how Gradle\'s build automation and dependency management streamline the development workflow. Providing examples of how these tools have improved his efficiency or solved particular development challenges would also strengthen his response.'),
(591, 90, 39, 382, 91, 'Can you please describe a situation where you had to advocate for a user or customer during the development process, and how you ensured their needs were met?', 'So when we advocate user and customer, we will make them understand, I mean like in a high level language, so advocate in the sense I didn\'t get actually, whatever we give the feature like that it will be working for them or not, we will check, if it is not working we will give a fix on how to use it like a, we will explain them.\n', 'Advocating for the user or customer is essential to ensure that the final product meets their needs and expectations. One notable experience occurred during the development of a mobile application for a client who required specific features to enhance user experience.\n\nIn the initial stages, we received feedback from beta users indicating that a particular feature was not intuitive and caused confusion. To address this, I took several steps:\n\n1. User Feedback Analysis: I collected detailed feedback from users to understand their pain points and the specific issues they encountered with the feature.\n\n2. High-Level Communication: I communicated these issues to the development team and stakeholders clearly and concisely, using straightforward language to ensure everyone understood the user concerns.\n\n3. Prototyping and Testing: We created prototypes of the revised feature and conducted usability tests with a small group of users. This process helped us validate the changes and ensure they addressed the users\' concerns.\n\n4. Iterative Improvement: Based on the feedback from the usability tests, we made further refinements to the feature. This iterative approach ensured that the final implementation was user-friendly and met the customers\' needs.\n\n5. Documentation and Training: Once the feature was finalized, we provided comprehensive documentation and conducted training sessions for users to ensure they understood how to use the new feature effectively.\n\nBy actively involving users in the development process and iterating based on their feedback, we were able to deliver a feature that significantly improved the user experience. This approach not only ensured that the users\' needs were met but also built trust and satisfaction among our customers.', '2', 'Suresh Redddy\'s response indicates a general understanding of user advocacy but lacks a clear example of how he has specifically advocated for user needs during the development process. He could improve by providing a detailed account of a time when he identified a user issue, communicated it to the team, and took concrete steps to resolve it, ensuring the final product met the user\'s expectations.'),
(592, 90, 39, 382, 91, 'Could you tell me about a time when you had to collaborate across different departments to achieve a project goal? How did you manage the communication and ensure everyone was aligned?', 'yeah when you wanted to work with a different teams like it\'s no it\'s very hard to go in person and ask for support or like ask for updates so we\'ll create a ZERA ticket we have called like a ZERA software we\'ll use so in ZERA we\'ll create a ticket and like through ZERA we\'ll communicate I mean like a whatever the issue it is there it will be if it is a issue will mention as a issue and like whoever is responsible for that we\'ll be tagging it to them I mean like I will be assigned it to them and they look into it if it is like I they need any help they\'ll update over there you\'ll get a notification if it is on your name and if they mention your name you will get a notification so that it is easy to monitor\n', 'Collaboration among different departments is crucial for achieving project goals, and effective communication is essential for ensuring alignment. One notable instance involved a project that required close coordination between the development, QA, and hardware teams.\n\nWe utilized Jira for task management and communication. By creating detailed Jira tickets, we clearly outlined the issues, tasks, and responsibilities. Each ticket was assigned to the relevant team members, ensuring that everyone understood their specific roles.\n\nTo maintain alignment, we scheduled regular cross-departmental meetings. These meetings provided a platform for discussing progress, addressing any roadblocks, and ensuring that all teams were on the same page. They also facilitated real-time problem-solving and decision-making.\n\nWe maintained comprehensive documentation of the project requirements, progress, and any changes. This documentation was shared across all departments, ensuring transparency and consistency in understanding the project goals.\n\nAdditionally, we established a feedback loop where each department could provide input and suggestions. This collaborative approach ensured that all perspectives were considered, leading to more robust and well-rounded solutions.\n\nUsing Jira\'s notification system, team members were alerted to updates, comments, and changes in real-time. This kept everyone informed and allowed for prompt responses to any queries or issues.\n\nBy leveraging these strategies, we fostered effective collaboration and communication across departments, ultimately achieving our project goals efficiently and cohesively.', '4', 'Suresh Redddy\'s response indicates that he has experience with using Jira for cross-departmental collaboration. However, his explanation is brief and lacks detail on how he personally managed communication and alignment among teams. He could improve by providing specific examples of how he facilitated meetings, ensured clear documentation, and maintained a feedback loop to keep all departments aligned and focused on the project goals.'),
(593, 90, 39, 382, 91, 'Please share an experience where you had to think unconventionally to solve a development problem. What was the challenge, and how did your approach differ from the standard methods?', 'so when it comes to the like a development like we\'ll conduct a meeting and like we\'ll express the thoughts like a their viewpoint like whoever our thinking we\'ll pick the best one and when it comes to me whereas situation it was there like a true content provider do we can we maintain a data transfer between the application instead of a ideal so yeah we tried that one content providers are effective but like art ones only one big communication can happen so that one two-way communications it is not possible through content provider so we have given our such solutions actually\n', 'One instance where I had to think unconventionally to solve a development problem involved facilitating data transfer between applications. The standard approach would have been to use AIDL (Android Interface Definition Language), but I explored an alternative method using content providers.\n\nWe needed to enable efficient data transfer between two applications. While AIDL is typically used for such inter-process communication, it can be complex to implement and manage, especially for two-way communication.\n\nI proposed using content providers to manage the data transfer. Content providers are generally used for sharing data between applications, but they are typically designed for one-way communication.\n\nTo implement this, I set up a content provider to handle data storage and retrieval between the applications. This allowed one application to read and write data to the content provider, which the other application could then access. To simulate two-way communication, I implemented a mechanism where each application would periodically check the content provider for updates and synchronize the data accordingly.\n\nWhile content providers proved effective for one-way communication, they had limitations for two-way communication. However, this unconventional approach provided valuable insights and highlighted the strengths and weaknesses of using content providers for data transfer.\n\nUltimately, we decided to revert to using AIDL for its robust two-way communication capabilities, but the experience of exploring content providers expanded our understanding of different inter-process communication methods and their potential applications.\n\nThis experience underscored the importance of exploring unconventional solutions and thinking creatively, even if the final implementation follows a more traditional approach. It also reinforced the value of collaborative brainstorming and testing various solutions to find the most effective one.', '4', 'Suresh Redddy\'s response shows that he has considered alternative solutions in development, such as using content providers for data transfer. However, his explanation is unclear and lacks a structured narrative that clearly outlines the challenge, the unconventional approach taken, and the outcome of that approach. He could improve by providing a more detailed description of the problem, explaining why the standard methods were not suitable, and how his unconventional thinking led to a viable solution or valuable insights, even if it was not the final approach used.'),
(594, 90, 39, 382, 91, 'Can you describe a time when you had to learn a new technology or methodology to improve a project you were working on?', 'so new technology in the sense we are working with a kotlin and like when time complexity when it comes like I it will gradually reduce when it goes to kotlin easily accessible you don\'t need to write a lot of code with a more reliability yeah that\'s how it is\n', 'One notable instance where I had to learn a new technology to improve a project was when I transitioned from Java to Kotlin for Android development. The project required more efficient and concise code to handle complex functionalities. While Java is powerful, it often results in verbose code and increased development time. Recognizing the advantages of Kotlin, such as reduced boilerplate code, enhanced readability, and improved safety features, I decided to learn and adopt it for the project.\n\nI began by studying Kotlin through online courses, documentation, and tutorials, which helped me understand its syntax, features, and best practices. To gain hands-on experience, I implemented small components of the project in Kotlin, allowing for a gradual transition while maintaining project stability. I also refactored existing Java code into Kotlin, utilizing features like null safety, extension functions, and lambda expressions, which improved code quality and maintainability.\n\nAdditionally, I shared my knowledge with the team and conducted sessions to help them become familiar with Kotlin, ensuring a smooth transition for everyone involved. The adoption of Kotlin significantly enhanced the project\'s efficiency, resulting in a more concise and readable codebase that reduced development time and minimized errors. Furthermore, Kotlin\'s interoperability with Java allowed for seamless integration into our existing codebase. This experience highlighted the importance of being adaptable and continuously learning new technologies to improve project outcomes and overall productivity.', '4', 'Suresh Redddy\'s response indicates that he has experience transitioning to Kotlin for Android development, recognizing its benefits in terms of code conciseness and reliability. However, his explanation is brief and lacks detail about the learning process, the implementation strategy, and the impact on the project. He could improve by providing a more comprehensive narrative that includes the steps he took to learn Kotlin, how he applied it to the project, and the specific improvements it brought to the development process.'),
(595, 90, 39, 382, 91, 'How do you approach situations where you need to challenge conventional wisdom or industry standards to achieve a better outcome?', 'I\'ll give my best to approach I mean like to clear the issue whatever it is like industry standards like whatever the protocols will follow and when it comes to the like any hurdles are there will speak to higher management or like my manager and like I\'ll get it set it free and like I will move forward for like good approaches for development like our issue fix without any like a reopening or like a reissue comes.\n', 'Challenging conventional wisdom or industry standards is crucial for achieving innovative and effective outcomes. My approach to these situations involves several key steps:\n\nFirst, I conduct thorough research on existing standards to understand their rationale, which helps me identify limitations and areas for improvement. Next, I clearly define the problem or limitation that the current standard does not address effectively, gathering data, user feedback, and performance metrics to support the need for change.\n\nI then develop alternative solutions that address the identified problem, ensuring they are well-researched and evidence-based. Often, I create prototypes or proof-of-concept implementations to demonstrate the potential benefits. \n\nOnce I have my solutions, I present them to stakeholders, including upper management and team members, clearly communicating the potential benefits and explaining how the new approach can lead to improved outcomes. This involves creating detailed presentations, reports, and visual aids to make a compelling case.\n\nI encourage open and collaborative discussions with stakeholders, welcoming feedback and addressing any concerns or questions they may have. This process helps refine the proposal and gain buy-in from all parties involved.\n\nIf the proposal is approved, I implement it on a small scale initially to test its effectiveness. Based on the results, I make necessary adjustments before a full-scale rollout. \n\nFinally, after implementation, I continuously monitor the outcomes and gather feedback to ensure the new approach delivers the expected benefits. This ongoing evaluation allows for further improvements and ensures long-term success.\n\nBy following this structured approach, I can effectively challenge conventional wisdom and industry standards to achieve better outcomes while ensuring that all stakeholders are aligned and supportive of the change.', '2', 'Suresh Redddy\'s response shows that he is willing to address issues and communicate with management to resolve them, but it lacks a structured approach to challenging industry standards. He could improve by outlining a clear strategy for how he would identify the need for change, research alternatives, engage with stakeholders, and implement a new solution. Providing specific examples of how he has successfully challenged conventional wisdom in the past would also strengthen his response.');
INSERT INTO `bot_questionwise` (`id`, `botInterviewId`, `candidateId`, `resumeId`, `screeningId`, `question`, `response`, `benchmark_response`, `score`, `feedback`) VALUES
(596, 90, 39, 382, 91, 'Could you share an experience where you had to work closely with a team that had diverse perspectives or came from different industries? How did you ensure effective collaboration?', 'yeah there were there are many I mean like around 30 people are there in time they are in my team there are like different they came from different companies their perspective is different but when it comes to the technology they\'ll get to know they\'ll I mean like they\'ll catch the point if they are not catching will clearly explain how it works like a build from Android and how can how much we can give like this is what the output will give from here you have to take it forward our requirement is this so we\'ll clearly explain them so that make them understand we\'ll make the work get it done\n\n', 'Working with a diverse team can provide a wealth of perspectives and ideas, but it also necessitates effective communication and collaboration. One memorable experience involved a project where our team included members from various industries, such as hardware engineers, software developers, and UX designers.\n\nTo ensure success, I focused on several key approaches:\n\n1. Clear Communication: I ensured that communication was clear and concise, explaining technical concepts in a way that was accessible to team members from non-technical backgrounds. I used visual aids, diagrams, and analogies to bridge any gaps in understanding.\n\n2. Regular Meetings: We held regular meetings to discuss our progress, challenges, and next steps. These gatherings provided a platform for everyone to express their opinions and concerns, ensuring that all perspectives were considered.\n\n3. Defined Roles and Responsibilities: Clearly defining roles and responsibilities helped set expectations and ensured that everyone understood their specific contributions to the project. This clarity also minimized overlaps and confusion.\n\n4. Collaborative Tools: We utilized collaborative tools like Slack for real-time communication, Trello for task management, and Confluence for documentation. These resources facilitated seamless collaboration and kept everyone aligned.\n\n5. Respect and Inclusivity: I fostered a culture of respect and inclusivity, encouraging team members to share their ideas and perspectives freely. This created a positive environment where everyone felt valued and motivated to contribute.\n\n6. Problem-Solving Workshops: When challenges arose, we organized problem-solving workshops where team members could brainstorm solutions together. This collaborative approach often led to innovative solutions that leveraged the diverse expertise within the team.\n\nBy implementing these strategies, we successfully harnessed the strengths of our diverse team and achieved our project goals. The varied perspectives enriched the project, resulting in more robust and well-rounded solutions. This experience reinforced the importance of clear communication, mutual respect, and collaborative problem-solving in managing a diverse team.', '4', 'Suresh Redddy\'s response indicates that he values clear communication and explanation to ensure team members from different backgrounds understand the project requirements. However, his response lacks specific strategies or examples of how he facilitated effective collaboration within a diverse team. He could improve by detailing the methods he used to align team members, such as establishing common goals, utilizing collaborative tools, and fostering an inclusive environment that encourages the sharing of ideas.'),
(597, 90, 39, 382, 91, 'Thank you for your time and the discussion, Suresh. Before we conclude, do you have any questions for me about the role, Royal Enfield, or anything else you\'d like to know?', 'Uh, no thanks, I\'m fine, yeah.\n\n', 'Thank you, Avi. I appreciate the chance to discuss the role and share my experiences. I have a few questions: \n\n1. Team Dynamics: Could you provide more information about the team I would be working with and the collaborative culture at Royal Enfield? \n\n2. Project Roadmap: What are some key projects or initiatives that the HMI development team is currently focusing on? \n\n3. Growth Opportunities: What professional growth and development opportunities does Royal Enfield offer its employees? \n\nI am excited to learn how I can contribute to the team and grow within the company.', '0', 'Suresh Redddy\'s response indicates a lack of engagement or curiosity about the role or the company, which may be perceived as a lack of interest. It is always advisable to have questions prepared for the interviewer, as it shows enthusiasm for the position and a desire to learn more about the company and its culture. He could improve by asking about the team dynamics, upcoming projects, and opportunities for professional growth, as these are areas that would directly affect his potential future at Royal Enfield.'),
(598, 89, 57, 458, 111, 'Hello Kritika,\nWelcome to Tech Mahindra! I\'m Avi, your AI interviewer, and I\'m excited to explore the possibility of you joining our team. I apologize in advance for any delays in our conversation, as I\'m continuously learning and improving. How has your day been?', 'Okay, it\'s been a good day.\n\n', 'Yoda Response: Thank you, Avi! My day has been quite good so far. I appreciate the opportunity to interview with Tech Mahindra. How are you doing today?', '4', 'Kritika\'s response is polite but lacks the warmth and engagement typically expected in an interview setting. It would be beneficial for her to express appreciation for the opportunity and perhaps inquire about the interviewer\'s day as well, to establish a more personable connection.'),
(599, 89, 57, 458, 111, 'I\'m glad to hear that, Kritika. Since it\'s been a good day, I hope you\'re ready for our interview. Is this a convenient time for us to proceed?', 'Yeah, it\'s very convenient and it\'s really, of course, a whole new discussion.\n\n', 'Yoda Response: Yes, this is a convenient time for me. I\'m looking forward to our discussion and excited to share my experiences and learn more about the role at Tech Mahindra.', '4', 'Kritika\'s response confirms availability but lacks enthusiasm and detail. It would be more effective if she expressed eagerness to discuss her qualifications and interest in the role, as shown in the benchmark response.'),
(600, 89, 57, 458, 111, 'Hello Kritika, I\'m an interviewer with Tech Mahindra, and today we\'re looking for a Software Developer/Engineer who is ready to take on responsibilities such as collaborating with teams to design new features, writing efficient code, and maintaining high code quality. With your background in machine learning, data analysis, and web development, I believe you could be a great fit. We value diversity and are an equal opportunity employer. Today, we will discuss how you can fit into this role. Are you comfortable proceeding with this discussion?', 'Muito obrigada. Muito obrigada. \n', 'Yoda Response: Thank you for the introduction, Avi. I appreciate the opportunity to discuss how I can contribute to Tech Mahindra. I am comfortable and ready to proceed with our discussion.', '0', 'Kritika\'s response is not relevant to the question asked. It appears to be a miscommunication or misunderstanding, as the response is in Portuguese and simply means \"Thank you very much.\" She should have confirmed her readiness and willingness to discuss her fit for the role, as shown in the benchmark response.'),
(601, 89, 57, 458, 111, 'Can you briefly introduce yourself and a bit about your professional experience? Also would be great to know what is not already in your CV or LinkedIn profile.', 'Hi, my name is Patel Bewar. I\'m working in Computer Science Engineering with specialization in Optical Analysis and Machine Learning. I have done various projects like analysis or prediction using two different models, machine learning, and I have also done models like fraud detection in online transactions. I have done work with generators, designers, music generators. I have done a lot of web development projects also like cliché designers. And I have worked as an intern at Metrotel Alliance with Johannes, which was a machine learning intern. And I have done extracurricular. I have done a content writing intern also. And I have done programming analysis. It seems as well as I should say I have done CFS. I am very interested in coding and data analytics.\n', 'Yoda Response: Certainly, Avi. My name is Yoda, and I recently graduated with a Bachelor\'s degree in Engineering from Sharda University, where I specialized in Computer Science. I have experience in machine learning, data analysis, and web development through various projects and internships.\n\nFor instance, I worked on a Dog Breed Classification project using machine learning for image recognition and a Cryptocurrency Prediction project using GRU and LSTM models. Additionally, I have interned at Metro Telworks and BanBanjara, where I gained practical experience in applying my technical skills.\n\nOutside of my CV, I am passionate about continuous learning and have a keen interest in exploring new technologies and methodologies. I enjoy working on personal projects in my free time, such as developing small web applications and experimenting with new machine learning algorithms. I also have a strong interest in team sports like basketball and volleyball, which I believe have helped me develop teamwork and leadership skills.', '6', 'Kritika\'s response provides a good overview of her experience in machine learning and web development, mentioning specific projects and internships. However, the response is somewhat disorganized and includes a name that does not match her own, which could be a point of confusion. To improve, Kritika should focus on clarity and coherence in her introduction, ensuring that all information is relevant and accurately reflects her identity and experiences. Additionally, she should mention unique personal interests or experiences not listed on her CV to fully address the question.'),
(602, 89, 57, 458, 111, 'Can you please share how you\'ve applied data analysis using Excel in any of your academic projects or internships?', 'So, basically, we have defined a metric.\n', 'Yoda Response: Certainly, Avi. During my internship at Metro Telworks, I had the opportunity to work on a project where we needed to analyze network performance data. I used Excel extensively to clean, organize, and analyze the data. I created various pivot tables and charts to identify trends and performance bottlenecks. Additionally, I used Excel\'s statistical functions to perform basic data analysis, which helped us make informed decisions to optimize network performance. This hands-on experience allowed me to apply my theoretical knowledge in a practical setting and improve my data analysis skills.', '2', 'Kritika\'s response is incomplete and does not provide any specific details about how she has applied data analysis using Excel. To improve, she should provide a concrete example of a project or internship where she utilized Excel for data analysis, explaining the context, her approach, and the outcomes of her work, similar to the benchmark response.'),
(603, 89, 57, 458, 111, 'I noticed on your resume that you\'ve worked with machine learning algorithms. Could you please describe a situation where you chose a particular algorithm over others for a project?', 'I have taken two models, GRU, recurrent neural networks and NNNs to work on topography. But beforehand, when we finalized with these two models, I tried doing it with recurrent neural networks, RNNs and other classification models also, which they can be as much accurate as these two came. And this model also, and this entire project also, these two models are being compared in which I am choosing at last, at last I am choosing GRU over LSTM, so it is a perfect example where I have chosen one more machine learning model over the other on the basis of accuracy again.\n', 'Yoda Response: Certainly, Avi. One of my projects involved predicting cryptocurrency prices using machine learning algorithms. Initially, I experimented with several models, including Recurrent Neural Networks (RNNs) and Long Short-Term Memory (LSTM) networks. \n\nAfter evaluating the performance of these models, I decided to use Gated Recurrent Units (GRUs) over LSTMs. The primary reason for this choice was that GRUs provided similar accuracy but were computationally more efficient, which was crucial given the large dataset and the need for faster training times. By comparing the models based on their accuracy and computational efficiency, I was able to make an informed decision that best suited the project\'s requirements. This experience taught me the importance of evaluating multiple algorithms to find the most suitable one for a given problem.', '6', 'Kritika\'s response demonstrates her experience with machine learning algorithms and provides a specific example of choosing one model over another. However, her explanation is somewhat convoluted and could benefit from clearer articulation of the reasoning behind her choice. She should aim to succinctly explain the decision-making process, as seen in the benchmark response, which clearly outlines the comparison between GRU and LSTM models and the rationale for choosing GRU.'),
(604, 89, 57, 458, 111, 'Please tell me about a time when you had to wrangle data using pandas in Python. What were the challenges you faced, and how did you overcome them?', 'So, in machine learning, context is a very common language and for importing the data through sketch files, we don\'t want to underwrite anything. So, almost every machine learning model that we are using uses context, in which, like, for example, in the model where I used JRO and LSTM, I had a CSV data, so I used Panda libraries to import. The major issue with Pandas is that Pandas are also used for visualizations, like creating content around us, and history. So, this is the connector. That\'s one of the major issues that Pandas have, because Pandas are very simple, every language basically imports. So, that\'s one of the major issues with Pandas.\n', 'Yoda Response: Certainly, Avi. During my work on the Cryptocurrency Prediction project, I had to wrangle a large dataset using pandas in Python. The data was in a CSV format and contained various inconsistencies, such as missing values and incorrect data types.\n\nOne of the main challenges I faced was handling missing values, which could significantly impact the model\'s performance. To address this, I used pandas functions like `fillna()` to replace missing values with the mean or median of the column, depending on the context. Additionally, I used `dropna()` to remove rows or columns with a significant number of missing values.\n\nAnother challenge was ensuring that the data types were consistent and appropriate for analysis. I used pandas functions like `astype()` to convert data types and `pd.to_datetime()` to handle date and time data correctly.\n\nBy using pandas\' powerful data manipulation capabilities, I was able to clean and preprocess the data effectively, making it suitable for training the machine learning models. This experience underscored the importance of data wrangling in the machine learning pipeline and how pandas can be a valuable tool in this process.', '4', 'Kritika\'s response touches on the use of pandas for data import and visualization but lacks clarity and specificity regarding the challenges faced and how they were overcome. She should focus on providing a clear example of a data wrangling task, detailing specific issues encountered, such as handling missing values or data type inconsistencies, and the methods used to resolve them, as demonstrated in the benchmark response.'),
(605, 89, 57, 458, 111, 'You\'ve mentioned experience with data visualization. Can you please walk me through how you\'ve used Matplotlib or Seaborn in a project to convey complex data insights?', 'So, we print a table, C4 to print a matrix, which indicates how much data is predicted correct or false. So, like we are a data and we map the given data and the given analysis with a predictive analysis moving like on a regular matrix. So, it is done using the Matplotlib and C4 libraries to visualize the predicted answer.\n', 'Yoda Response: Certainly, Avi. In one of my projects, specifically the Dog Breed Classification project, I used Matplotlib and Seaborn to visualize the results and convey complex data insights effectively.\n\nFor instance, after training the model, I used a confusion matrix to evaluate its performance. I employed Seaborn to create a heatmap of the confusion matrix, which provided a clear visual representation of the model\'s accuracy in predicting each dog breed. This heatmap helped in identifying which breeds were frequently misclassified and required further tuning of the model.\n\nAdditionally, I used Matplotlib to plot the training and validation accuracy and loss over epochs. These plots were essential in understanding how well the model was learning and if it was overfitting or underfitting.\n\nBy leveraging Matplotlib and Seaborn, I was able to create visualizations that made it easier to interpret the model\'s performance and communicate these insights to my team effectively. This experience highlighted the importance of data visualization in making complex data more accessible and understandable.', '4', 'Kritika\'s response indicates a basic understanding of using Matplotlib and Seaborn for data visualization, specifically mentioning the use of a confusion matrix. However, her explanation is vague and lacks the depth and clarity of the benchmark response. She should aim to provide more detailed examples of how she used these libraries to convey insights, such as explaining the types of plots created and how they helped in the analysis process.'),
(606, 91, 46, 456, 109, 'Hello Tabassum,\nWelcome to your interview with Royal Enfield. I\'m Avi, an autonomous AI bot interviewer, and I\'m excited to explore the possibility of you joining our team. I apologize in advance for any lag in our conversation; I\'m constantly learning and improving. How has your day been?', 'I\'m good.\n\n', 'Good day, Avi! I appreciate this opportunity and am excited to share my experiences and how they align with the role at Royal Enfield. What would be the best way for us to proceed?', '2', 'Tabassum\'s response to the introductory question is polite but lacks enthusiasm and engagement. A more elaborate response would have set a positive tone for the interview and demonstrated eagerness for the opportunity.'),
(607, 91, 46, 456, 109, 'I\'m glad to hear that you\'re doing well, Tabassum. We have your interview scheduled for now. Is this still a convenient time for us to proceed with our discussion?', 'Yes.\n\n', 'Yes, we can move forward. This time works well for me. I am eager to share my experiences and how they relate to the role at Royal Enfield.', '4', 'Tabassum\'s response is affirmative and to the point, indicating readiness to proceed. However, it lacks detail and does not convey enthusiasm or preparedness for the interview. Expanding on readiness and eagerness to discuss qualifications would have been more impactful.'),
(608, 91, 46, 456, 109, 'Hello Tabassum, I\'m pleased to introduce myself as an interviewer with nearly two decades of experience across various industries, and today I\'m representing Royal Enfield, the oldest motorcycle brand in continuous production. We\'re looking for a skilled HMI Developer to join our Digital & IT team in Chennai. The role involves owning the end-to-end development of Android platform components, customizing Android for specific hardware, optimizing system performance, and ensuring platform security. With your 8.6 years of experience in Android, Kotlin, and Java, particularly in the Android Automotive domain, you seem to have the expertise we\'re seeking. Today, we\'ll discuss how your skills and experience align with this role. Are you ready to begin?', 'Yes.\n', 'I am eager and enthusiastic to share how my experience aligns with the role at Royal Enfield. Let\'s dive in!', '4', 'Tabassum\'s response is again affirmative but lacks substance. It does not reflect the engagement or enthusiasm that would be expected from a candidate who is eager to discuss their alignment with the role. A more detailed response would demonstrate preparedness and a proactive attitude.'),
(609, 91, 46, 456, 109, 'Can you briefly introduce yourself and a bit about your professional experience? Also would be great to know what is not already in your CV or LinkedIn profile.', 'I have 8.6 years of experience and I have worked on multiple tech stack like Android, Core Java, Kotlin and currently I am working in Harman.\n', 'I would like to take a moment to introduce myself. I have 8.6 years of experience in Android development, with a focus on Java and Kotlin. Throughout my career, I have contributed to various projects, including Android Automotive at Harman. In addition to my professional experience, I find great joy in mentoring junior developers and staying updated on the latest trends in Android development. I am truly passionate about creating seamless user experiences and enhancing system performance.', '4', 'Tabassum\'s response provides a brief overview of her experience, but it lacks depth and does not offer any additional information beyond what is on her CV. The response could be improved by including unique professional interests, achievements, or experiences that are not listed on her resume, which would provide a more comprehensive picture of her as a candidate.'),
(610, 91, 46, 456, 109, 'Can you please share your experience with Android Platform Development and how you have customized it for specific hardware configurations in your past projects?', 'So in Android application development, I worked on like a different different thing Related to platform. I worked on HMI side and HMI is IVI. So I worked on connection also Bluetooth connection USB connection Wi-Fi connection also I worked on the defect. That\'s all\n', 'I would love to share my experience! In my role at Harman, I worked on Android Automotive projects, customizing the Android platform for specific hardware configurations. For example, I integrated Bluetooth, USB, and Wi-Fi connections into the Human-Machine Interface (HMI) system, optimizing performance and ensuring seamless connectivity. I also addressed framework defects and improved system stability. This experience has given me a profound understanding of Android platform development and customization for various hardware setups.', '6', 'Tabassum\'s response touches on relevant experience with Android platform development and hardware integration. However, the response is somewhat disjointed and lacks specific examples or details about how she customized Android for different hardware configurations. Providing more concrete examples and elaborating on her role in these customizations would have strengthened her response.'),
(611, 91, 46, 456, 109, 'Please elaborate on a project where you utilized Java or Kotlin for Android development, focusing on the challenges you faced and how you overcame them.', 'so yes like currently I am working on specially Java Kotlin is also there and the challenges is that like currently I am working on the DeFi so there is a lot of thing like when we are building when we are creating our build and deploy to the devices so that time facing a lot of issue fast boot is not working sometime reboot is not working and the most important thing when it is very difficult to find out the exact issue because here no debugging process so we are using only the logs\n', 'In a recent project at Harman, I had the opportunity to work with Kotlin for Android Automotive development. We encountered several challenges during the build and deployment process, particularly with fast boot and reboot issues. Debugging proved to be quite difficult due to the absence of direct debugging tools, so we relied heavily on logs to identify and resolve problems. To enhance our troubleshooting efforts, I implemented a comprehensive logging mechanism that captured detailed information. We carefully analyzed these logs to accurately pinpoint and address the issues we faced. Through persistence and a systematic approach, we successfully overcame these challenges.', '6', 'Tabassum\'s response provides some insight into the challenges faced during development, such as issues with fast boot and reboot during build deployment. However, the response lacks structure and detail on how she specifically addressed these challenges. Mentioning the use of logs is relevant, but she could improve by describing the systematic approach or specific strategies used to overcome the difficulties.'),
(612, 91, 46, 456, 109, 'Could you kindly describe your approach to designing user interfaces on the Android platform and how you ensure they meet both aesthetic and functional requirements?', 'Approach to design UI for Android like most important thing is to understand the requirement in that we have to think the exact user, who is the user, age of the user, the country of the user, second thing we can say which principle we have to use like material design UI is there and the most important thing we can say it is responsive UI or only we are taking the hard-coded value or static value and theme so which theme we have to use which is the suitable thing layout design specially layout we are using the constraint layout because it is flexible and it is efficient we can say and it is adjust the screen wise and most important thing we are thinking about the performance also so like we have to use efficient layouts and that\'s all\n', 'I will outline my approach. I start by gaining a clear understanding of the user, taking into account their age, country, and specific needs, as these elements are essential. I adhere to material design principles to create a consistent and intuitive experience. A responsive user interface is vital, so I steer clear of hard-coded values. Instead, I employ flexible layouts, such as ConstraintLayout, to ensure efficiency and adaptability across various screen sizes. I always prioritize performance by selecting efficient layouts and optimizing resource usage. By balancing design with usability and performance, I ensure that both aesthetic appeal and functional requirements are effectively met.', '6', 'Tabassum\'s response indicates an understanding of user interface design considerations, such as user demographics, material design principles, and responsive UI. However, the response could be more structured and articulate, with clearer explanations of how these considerations are implemented in practice. Additionally, she could elaborate on how she balances aesthetic and functional requirements to create an optimal user experience.'),
(613, 91, 46, 456, 109, 'In your work experience, how have you tackled performance optimization for Android applications, and can you provide an example of a specific optimization you implemented?', 'Yes, performance optimization, especially, we can say, we have to use efficient layouts. Efficient layouts, for example, we have to use the recycler view. So it is useful for that. Second, we can think about the asynchronous operation. So we have to, for better asynchronous operation, we have to use the coroutine. So it is very lightweight. And memory management. So we have to handle the images thing. We have to use the image cache for that. The most important, we have to avoid the memory leak issue. So we don\'t have, we have to avoid the static references, which resources we are using, we have to release, which broadcasts we use, we have to unregister those broadcasts. And if the operation is UI based, so we have to use background thread instead of the main thread.\n', 'I focus on performance optimization because efficient layouts are essential. To manage large datasets, I use RecyclerView. Asynchronous operations play a vital role, and I take advantage of Kotlin coroutines for lightweight and effective threading. Memory management is also crucial; I implement image caching to minimize memory usage. I consistently avoid memory leaks by avoiding static references, releasing resources properly, and unregistering broadcasts. For UI operations, I prefer using background threads instead of the main thread. For instance, in a recent project, I optimized image loading with Glide and utilized coroutines for network calls, which significantly enhanced performance.', '7', 'Tabassum\'s response addresses key aspects of performance optimization, such as using efficient layouts, asynchronous operations, and memory management. She provides examples like using RecyclerView and coroutines, which are relevant to the question. However, the response could be more organized and include a specific example of a performance issue she resolved, detailing the impact of her optimization efforts.'),
(614, 91, 46, 456, 109, 'I\'m curious to hear about a complex coding problem you\'ve solved in the Android system architecture or frameworks. Could you please walk me through your thought process and solution?', 'Yes, so like, first we have to, for example, we consider the scenario, like scenario is we have to synchronize data when we are calling the API and we have to synchronize data, local database and server, remote server we can say. So that time we have to think, like we have to do both operation, like to store a database and offline and online. So to resolve that problem, we have to, there are, we have to handle the conflicts when we are resolving the problem local and on the server. And the most important thing, which architecture we are using here, is it MVVM, MVP or MVC and which database, like it is local database. So we have to use, we have to use room database instead of the SQLite database. So room database and when we are calling API, so we have to use retrofit. And for asynchronous operation, we can say we have to use the work manager to handle the background synchronization task. And other thing, like we have to use the live data concept. So with the help of that live data, we can get the data and live data and we can say it is lifecycle aware.\n', 'I encountered a complex challenge involving the synchronization of data between a local database and a remote server, requiring both offline and online storage solutions. To achieve a clear separation of concerns, I opted for the MVVM architecture. For local storage, I implemented the Room database, which offers greater efficiency compared to SQLite. To manage API calls, I utilized Retrofit, ensuring that network operations were both robust and easy to handle. I employed WorkManager to manage asynchronous tasks, allowing for reliable background synchronization. I also carefully resolved conflicts between local and server data. Furthermore, I integrated LiveData to provide real-time updates and maintain lifecycle awareness. This comprehensive approach enabled me to create a seamless and efficient data synchronization solution.', '6', 'Tabassum\'s response outlines a scenario involving data synchronization and touches on several relevant technologies, such as Room database, Retrofit, and LiveData. However, the explanation is somewhat fragmented and lacks a clear, step-by-step walkthrough of the problem-solving process. Providing a more structured response with a focus on the specific coding challenges and the rationale behind choosing certain technologies would have demonstrated a deeper understanding of the problem and solution.'),
(615, 91, 46, 456, 109, 'Imagine you have a feature that is causing significant battery drain in an app you\'re developing. How would you go about diagnosing and resolving this issue without compromising the feature\'s functionality?', 'So when we have to diagnose the battery drain that means first we have to think about the battery usage while we are creating our application. So there we have to use like we have to avoid to consume the high battery like we have to consider the network usage we have to continuous we can say a continuous monitor the network activity and optimize it other thing the background services so we have to identify the background services it may be running excessively like we need some we have to consider that the second thing is we in android android profiler is there in android studio so with the help of profiler we monitor the battery usage and identify which which feature is taking more battery usage and we can say optimize like we have to when the operation is network operation so that time instead of one operation we have to give the batch of network request so it will we will give the combine network request optimize the data transfer so we have to consider the optimization purpose also and we have to use foreground services job scheduler the thing is work manager and we have instead of that we have to also check the real device testing we can say that so one android profiler is good option for that\n', 'To diagnose and resolve battery drain issues, I will begin by monitoring battery usage through the Android Profiler in Android Studio. Identifying which features consume the most battery is essential. Optimizing network usage is also crucial, so I will batch network requests to minimize their frequency. Additionally, I will examine background services to ensure they are not running excessively. I plan to utilize efficient scheduling tools like JobScheduler and WorkManager. For critical tasks, I will consider implementing foreground services. Conducting tests on real devices is important to validate these optimizations. My objective is to maintain the functionality of features while effectively reducing battery consumption.', '6', 'Tabassum\'s response addresses the right areas for diagnosing battery drain, such as monitoring network activity, optimizing background services, and using Android Profiler. However, the response is somewhat disorganized and could benefit from a more systematic approach to problem-solving. Providing a clearer step-by-step process for how to diagnose the issue, prioritize actions, and implement solutions would have made the response stronger.'),
(616, 91, 46, 456, 109, 'Please tell me about a time when you had to implement automated testing within a CI/CD pipeline. What was your strategy and how did it improve the development process?', 'So when like testing strategy CICD pipeline, we have to choose the testing framework first. There are different testing like first is unit test cases. So J unit we are using, but if the value is coming from different like from API, so we can use the Mockito there and again code quality we have to maintain, means integrate the different different tools like SonarQube, tools for static code analyzation and the second thing is like text coverage. So test coverage is also most important, means how much more test coverage the code quality is good and CICD pipeline we have to use the, so we are using here Gitlab for CICD pipeline and there is a different different stages for that pipeline. Like first we have to build our code. So it will automatically go to the server, then after it is, first is building the code, after that we have to test the code and after that we are deploying our code to the CICD and after that if there is error, we come to know what is the exact issue. So again we can say unit test cases, yeah that\'s all.\n', 'I implemented automated testing within a CI/CD pipeline. First, I selected the testing framework, using JUnit for unit tests and Mockito for mocking API responses. Recognizing the importance of code quality, I integrated SonarQube for static code analysis. We also prioritized test coverage to ensure our code remained robust. I utilized the GitLab CI/CD pipeline, which comprised distinct stages: build, test, and deploy. By automating the build and test processes, we were able to catch issues early on. This approach enabled us to identify errors quickly, facilitating rapid fixes. Overall, it enhanced the development process by ensuring code quality and minimizing the effort required for manual testing.', '6', 'Tabassum\'s response provides an overview of her experience with automated testing within a CI/CD pipeline, mentioning the use of JUnit, Mockito, and SonarQube. However, the response could be more structured and detailed, particularly in explaining the strategy behind the testing framework choices and how these tools were integrated into the pipeline. Additionally, discussing the impact on the development process, such as faster feedback loops or reduced manual testing, would have demonstrated a clearer understanding of the benefits of her approach.'),
(617, 91, 46, 456, 109, 'Can you please discuss your experience with AOSP or AAOS, particularly a time when you had to ensure platform compatibility and stability?', 'Sous-titres réalisés para la communauté d\'Amara.org\n', 'I would like to share my experience with AOSP and AAOS. At Harman, I worked on Android Automotive projects, focusing on ensuring platform compatibility and stability, which were essential to our success. I encountered challenges while integrating custom hardware configurations and diligently adhered to AOSP guidelines to maintain compatibility. We performed thorough testing to guarantee stability across various devices. I resolved framework defects and optimized system performance. Additionally, I collaborated closely with hardware teams to tackle compatibility issues. Through careful testing and strict adherence to standards, we achieved a stable and compatible platform.', '0', 'Tabassum\'s response appears to be an error or unrelated to the question asked, as it does not address the topic of AOSP or AAOS experience. It seems to be a placeholder or incorrect text. Therefore, the response is not relevant to the question about platform compatibility and stability.'),
(618, 91, 46, 456, 109, 'Given your background, how have you ensured that the Android components you develop adhere to security standards and compliance requirements?', 'like when we are thinking about the security thing so we have to use authentication thing and for secure communication and data protection so we have to use for that encryption decryption things and when it is like android we have to use the program pro guard and we have to there is some security standard we have to follow like OWASP those security standard and secure coding is like that the validation we have to use we have to use secure authentication like Oauth biometric thing we have to use when we are storing the data for example login so we have to use their shared preferences encrypted in the encrypted like here we are storing the login data or important we can say important data we are securing when there is a network security so that time we have to use HTTPS means secure instead of HTTP and we have to use a we have to use also after completing our code code review also with seniors\n', 'I prioritize security standards and compliance by implementing secure authentication methods like OAuth and biometrics. To safeguard data, I utilize encryption and decryption techniques. I adhere to OWASP security standards to mitigate vulnerabilities and employ ProGuard for code obfuscation to protect against reverse engineering. Sensitive information is stored in encrypted shared preferences, and I ensure secure network communication by using HTTPS. I conduct thorough code reviews with senior developers to identify and address potential security issues. Through these practices, I create secure and compliant Android components.', '6', 'Tabassum\'s response indicates an awareness of various security practices such as authentication, encryption, and secure coding standards. However, the response could be more structured and detailed, particularly in explaining how these practices are implemented in her development process. Mentioning ProGuard and OWASP is good, but she could elaborate on specific projects where she applied these standards and the outcomes of such implementations. Additionally, discussing the importance of code reviews in maintaining security would have been beneficial.'),
(619, 91, 46, 456, 109, 'Could you please describe a situation where you had to collaborate with cross-functional teams to achieve a project goal and how you communicated technical concepts effectively?', 'Yes, so when there is a team, a member of team, so we have to think about the management like first we have to ensure the requirement and after that as per requirement we have to create the UI and after that we have to think about which database we have to use and when we are using API call, so we have to use the retrofit, the project architecture, we have to use the MVVM architecture, we have to create, we have to think about quality of that code like performance wise we have to optimize the code and also we have to think about the reusability of code and the most important is architecture and we have to use the concept like work manager, UI compose, navigation, all things which are coming newly here and again if involvement with other teams, so we have to think about like Bluetooth team, Wi-Fi team, USB team.\n', 'I collaborated with cross-functional teams on a recent project that involved Bluetooth, Wi-Fi, and USB technologies. First, I made sure that the requirements were clearly understood and documented. Based on these requirements, I designed the user interface and selected the appropriate database, utilizing Retrofit for API calls. I adhered to the MVVM architecture to ensure that the code was maintainable and reusable, while also focusing on code quality and performance optimization. We held regular meetings to discuss our progress and address any issues that arose. I used diagrams and examples to explain technical concepts, ensuring that all team members were on the same page. Through clear communication and collaboration, we successfully achieved our project goals.', '6', 'Tabassum\'s response touches on the importance of understanding requirements, choosing the right tools, and considering code quality. However, the response lacks a clear narrative of a specific collaborative project and does not detail how she communicated technical concepts to cross-functional teams. Providing a concrete example of a project where she played a pivotal role in collaboration and communication would have better demonstrated her ability to work with diverse teams and convey technical information effectively.'),
(620, 91, 46, 456, 109, 'With the evolving landscape of cloud platforms, how have you leveraged containerization tools like Docker or Kubernetes in your previous roles to enhance development workflows?', 'like we can say containerize the backend services ensure that the consistency across the different environment and there is a docker compose so like a docker compose we can say it will manage multiple container application and it is very easy setup for developers and that\'s all.\n', 'I have effectively utilized containerization tools to enhance our development processes. By using Docker, I containerized backend services, ensuring consistency across various environments. I also employed Docker Compose to manage multiple container applications, which simplified the setup for developers. Additionally, I improved development workflows by creating isolated and reproducible environments. Containerization has made deployment and testing much easier. Through these tools, we have streamlined our development efforts and maintained consistency throughout.', '4', 'Tabassum\'s response indicates a basic understanding of containerization and its benefits, such as ensuring consistency across environments and simplifying setup with Docker Compose. However, the response is brief and lacks depth in terms of how containerization has specifically enhanced development workflows in her previous roles. Expanding on the impact of these tools on the development process and providing examples of how they were used in projects would have demonstrated a more applied experience.'),
(621, 91, 46, 456, 109, 'Lastly, can you please share how you stay updated with emerging technologies and perhaps an instance where you integrated a new technology into your project?', 'so like we have to use continuously learning that I am using Udemy so I learn a spring boot from Udemy I use react native I learn react.js also for new things and also writing the blogs reading the blogs and there are like there are meetups so we have to attend those meetup there are some online forums also so I am continuously busy in that forum and also there are we can say there are different platform so we are busy with those platform and also learning things joining the different different teams for example like we are working on HMI but there are a Bluetooth team USB team Wi-Fi team so we are going to them and learning about those thing also how they\'re sending the data and other thing\n', 'I keep myself updated with emerging technologies by continuously learning on platforms like Udemy. Recently, I explored Spring Boot and React Native. Additionally, I enjoy reading and writing blogs to stay informed and share knowledge. To connect with the developer community, I attend meetups and participate in online forums. I collaborate with various teams focused on Bluetooth, USB, and Wi-Fi to discover new aspects of technology. I integrated React Native into a project to enhance cross-platform capabilities. Through ongoing learning and collaboration, I stay at the forefront of technology.', '6', 'Tabassum\'s response shows that she engages in continuous learning through platforms like Udemy and by participating in community events like meetups and forums. However, the response could be more structured and focused on how this learning translates into practical application within her projects. Providing a specific example of how she integrated a new technology into her work would have illustrated her ability to adapt and innovate in her role.'),
(622, 91, 46, 456, 109, 'Can you please tell me about a time when you had to advocate for a customer\'s needs during the development process, and how did you ensure those needs were met?', 'so first we are checking the requirement and after fulfill that requirement we are actually checking is that requirement is fulfilled or not the usage the usage wise it is correct or not like in India there is a right hand side of driving seat and in US it is from left side so UI wise it should be it should be likewise and performance so performance is checking we are checking performance also and we are taking the user survey we are collecting the survey and with that help of survey we can give likewise the result also we are meeting the vendors so how they are using those things also testing real-time testing in a car we are also doing and feature wise we can say we are checking a most focusing of UI UX things\n', 'I advocate for the needs of customers by first gathering and understanding their requirements. I ensure these requirements are met through thorough validation. I also take into account the usage context, such as right-hand driving in India and left-hand driving in the US, to tailor the user interface accordingly. I rigorously check performance and conduct user surveys to gather feedback, making adjustments based on the results. I meet with vendors to understand their usage and perform real-time testing in cars to ensure that features work as intended. My focus on UI/UX allows me to provide a seamless and intuitive experience. Through these steps, I effectively meet customer needs.', '6', 'Tabassum\'s response indicates an understanding of the importance of customer advocacy in the development process, mentioning requirement checks, performance testing, and user surveys. However, the response lacks a clear, specific example of a time when she had to advocate for customer needs. Providing a detailed instance of how she identified, addressed, and met a particular customer requirement would have demonstrated her commitment to customer advocacy more effectively.');
INSERT INTO `bot_questionwise` (`id`, `botInterviewId`, `candidateId`, `resumeId`, `screeningId`, `question`, `response`, `benchmark_response`, `score`, `feedback`) VALUES
(623, 91, 46, 456, 109, 'Could you describe a situation where you had to think unconventionally to solve a problem in your role as an HMI Developer, and what was the outcome?', 'So in HMI we have to the most think about the UI UX we have to think about for example India if driver is Indian so we have to use the how that hand is working and same for the US purpose also so for example like in Android in automotive domain there is some UI issue during some during some feature for example navigation or we can say the setting user so when the when we have to think about the LHD and RHD so continuously we have to improving as per the user user reviews so we have to like as per scenario we have to work like instead of making the we can say instead of making ourself we have to follow the guideline and a guideline which is provided by a vendor and we have to continuously take from the real-time user like there are some gesture based controls so we have to think about that.\n', 'I approached my role as an HMI Developer with an unconventional mindset. I encountered various UI/UX challenges across different driving contexts, taking into account the distinctions between right-hand driving in India and left-hand driving in the US. For instance, I customized navigation and settings features to accommodate both left-hand and right-hand drive systems. Rather than strictly following traditional methods, I utilized user reviews and feedback to inform my decisions. I adhered closely to vendor guidelines while also integrating real-time user inputs. Additionally, I introduced gesture-based controls to enhance the overall user experience. As a result, I created a more intuitive and user-friendly interface that was well-received by users in various regions.', '6', 'Tabassum\'s response indicates that she considers regional differences in UI/UX design for HMI development, which is a good example of unconventional thinking. However, the response is somewhat vague and lacks a clear, concise description of a specific problem she solved. Providing a more detailed account of a particular challenge, her innovative approach to solving it, and the positive outcome would have better illustrated her ability to think outside the box.'),
(624, 91, 46, 456, 109, 'Please share an experience where you demonstrated boundaryless collaboration with teams or stakeholders not directly related to your function, and how did it contribute to the project\'s success?', 'For project success, we have to think about continuously, we have to meet to the customer and which thing like which thing we completed. So we have to show them and we have to take the feedback for them. Also we have to conduct for the junior people, we have to conduct the training, workshop for their in automotive domain, there is hardware thing. So we have to we have to continuously train about the hardware version of that. So for the success of project, just we have to think about the deadline. So within that deadline, we have to deliver our project bug free and with good performance.\n', 'I have shown a strong commitment to collaboration across all boundaries. To ensure the project\'s success, I worked closely with customers, regularly gathering their feedback. I presented completed features and made adjustments based on their input. Additionally, I conducted training workshops for junior developers, focusing on the automotive domain and hardware aspects. I collaborated with hardware teams to understand and integrate various hardware versions. I made sure that the project was delivered on time, free of bugs, and performed well. Through continuous collaboration across different functions and with various stakeholders, I made a significant contribution to the project\'s success.', '6', 'Tabassum\'s response highlights the importance of customer feedback and training junior team members, which are components of boundaryless collaboration. However, the response lacks a specific example of how she collaborated with teams or stakeholders outside her direct function. Providing a detailed instance of cross-functional collaboration and its impact on the project would have demonstrated a clearer understanding of boundaryless collaboration and its contribution to project success.'),
(625, 91, 46, 456, 109, 'Can you please describe a time when you had to create your own path to solve a work-related challenge, rather than following the industry standard approach?', 'So we have to use first think about the optimization of code so it will give us the higher performance for that we have to use the new thing like work manager, room, database for that and for example like we have to we have to take a correct action about that challenges and without wasting of time we have to take if it is not possible we have to take the help from particular person like we can say the senior person for that or if there is the other thing like Bluetooth issue, USB so we have to involve those team also there and also we have to think about the high quality code and version controlling.\n', 'I forged my own path to tackle a work-related challenge stemming from performance issues. Rather than adhering to the industry-standard methods, I optimized the code using WorkManager and the Room database. I acted swiftly and decisively, reaching out for assistance from senior colleagues and collaborating with other teams, including Bluetooth and USB. My emphasis was on writing high-quality code and maintaining effective version control. Through this innovative approach, I successfully resolved the challenge and significantly enhanced performance.', '6', 'Tabassum\'s response indicates a general approach to problem-solving, such as code optimization and seeking help from seniors or other teams. However, the response lacks a specific example of a unique challenge where she had to deviate from the industry standard. Providing a clear narrative of a particular situation where she created her own path, the innovative solutions she implemented, and the outcomes of those actions would have better demonstrated her ability to think independently and solve problems creatively.'),
(626, 91, 46, 456, 109, 'How have you contributed to a team or company culture in a past role, particularly in a way that aligns with creating a cohesive user experience?', 'So, when we are thinking about like cultural initiative, so we like it is helpful to create the positive environment where entire team will be aligned, will be aligned and delivering the delivering the good product.\n', 'I have played a significant role in shaping our team culture by creating a positive environment that promotes alignment and collaboration. I encouraged open communication and organized regular feedback sessions. Furthermore, I arranged team-building activities and knowledge-sharing workshops to strengthen our connections and enhance our expertise. We prioritized delivering a seamless user experience by ensuring that every team member understood the users\' needs and goals. As a result of these initiatives, we became a cohesive and productive team, successfully delivering high-quality products.', '4', 'Tabassum\'s response acknowledges the importance of a positive team environment for delivering good products but is vague and lacks specific actions or initiatives she took to contribute to the company culture. To improve, she could mention concrete examples of how she has fostered team alignment, encouraged collaboration, or led initiatives that directly impacted the user experience.'),
(627, 91, 46, 456, 109, 'Please tell me about a time when you brought in a new perspective or idea from outside the traditional automotive industry that helped in a project or product development.', 'So, while working as a team lead in we can say at automotive company, there are different tasks for example, like developing new feature for the new car, new feature like for example, infotainment system. So, when we are creating infotainment, so first we have to think about the user friendly UI. So, anyone can understand that UI and we have to do some innovation with that like for example, only touchable event we are following. So, we have to implement the feature we can talk and it will take like that the different feature we have to use there. So, and so for example, like the driver and the passenger more both are feeling the comfortable with that entertainment things. So, there are different challenges like the heavy hardware. So, we have to try to reduce the hardware thing and second thing when we are connecting a wireless phone. So, our Bluetooth and Wi-Fi should connect as early as possible means performance wise it will give it will connect fast and second thing UI UX is most important and speech recognition we have to use there for more user friendly purpose.\n\n', 'I brought a fresh perspective from outside the traditional automotive industry. As a team leader, I focused on developing a user-friendly infotainment system. Drawing inspiration from consumer electronics, we incorporated touch and voice control features. We made sure the user interface was intuitive and easy for everyone to navigate. Innovation was essential; I introduced speech recognition for hands-free operation. We tackled challenges such as minimizing hardware bulk and optimizing Bluetooth and Wi-Fi connectivity. Through these initiatives, we improved user comfort and experience, making the infotainment system more engaging and efficient.', '6', 'Tabassum\'s response provides a general overview of her approach to infotainment system development, emphasizing user-friendly UI and innovation. However, the response lacks a clear example of a specific new perspective or idea from outside the automotive industry that she introduced. To strengthen her response, she could have detailed a particular innovation, such as the implementation of speech recognition, and explained how it was inspired by trends in consumer electronics or other industries, as well as the impact it had on the project.'),
(628, 91, 46, 456, 109, 'Thank you for sharing your insights and experiences, Tabassum. Before we conclude, do you have any questions for me about the role, Royal Enfield, or anything else you\'d like to discuss?', 'No, that\'s all. Thank you.\n\n', 'I appreciate this opportunity and have a question: could you provide more information about the team I would be joining and the projects that are currently in development? I am eager to learn more about Royal Enfield and explore how I can contribute. Thank you!', '2', 'Tabassum\'s response is polite but misses an opportunity to demonstrate further interest in the role and the company. Asking questions at the end of an interview can show enthusiasm and a desire to engage with the company\'s culture and future projects. It would have been beneficial for her to inquire about the team dynamics, current projects, or the company\'s vision to show proactive interest.'),
(629, 105, 41, 470, 116, 'Hello VISHWAS,\nI\'m Avi, your interviewer from Royal Enfield. I\'m excited to explore the possibility of you joining our team. Please excuse any delays in our conversation, as I\'m an AI in development. How has your day been?', 'I am good. My day is going good and I am excited to start this interview up front.\n\n', 'Good day! I am thrilled to be here and look forward to discussing the opportunity with Royal Enfield.', '4', 'Vishwas\'s response is polite and expresses enthusiasm for the interview, which is a positive start. However, the response is quite brief and lacks the additional context that the benchmark response provides, such as eagerness to discuss the specific opportunity with Royal Enfield. It would be beneficial for Vishwas to show more engagement with the company and the role right from the beginning.'),
(630, 105, 41, 470, 116, 'I\'m glad to hear that you\'re doing well and ready to begin. We have an interview scheduled at this moment. Is this still a convenient time for you to talk?', 'Yes, please go ahead. This is a good time for me to take up this interview and ready to get myself tested with the interview proceedings.\n\n', 'Yes, this is a great time! I\'m excited and ready to start the interview. Let\'s get going!', '8', 'Vishwas\'s response is affirmative and indicates readiness to proceed with the interview, which aligns well with the benchmark response. He also adds that it is a good time for him and shows a positive attitude towards being tested in the interview process. This demonstrates good preparation and eagerness to engage in the interview.'),
(631, 105, 41, 470, 116, 'Welcome, VISHWAS. I\'m an interviewer with Royal Enfield, the oldest motorcycle brand in continuous production, known for its premium lineup and global presence. Today, we\'re looking for a skilled HMI Developer to join our Chennai team. The role involves developing Android platform components, optimizing system performance, and ensuring security standards. With your 4 years of experience in Java/Kotlin for Android development, I believe you could be a great fit. We\'ll discuss how your skills align with our needs for creating software-defined vehicles. Are you ready to proceed with this discussion?', 'Yes, definitely. I am looking forward to bringing my expertise to Royal Enfield and I hope this interview will be a very close case of monitoring my skills and trying to answer almost all the questions or most of the questions which I am aware in my overall experience up till date. I am looking forward to getting myself interviewed up with you.\n', 'I am enthusiastic and prepared to discuss how my experience can enhance Royal Enfield\'s legacy. I look forward to exploring how my skills in Java and Kotlin for Android development align with your requirements. Let\'s move forward!', '6', 'Vishwas\'s response shows enthusiasm and a willingness to share his expertise with Royal Enfield. He expresses a desire to demonstrate his skills throughout the interview process. However, his response could be more concise and focused on the specific role of HMI Developer and how his experience aligns with the job requirements. Additionally, mentioning his understanding of the company\'s legacy and how he can contribute to it, as seen in the benchmark response, would strengthen his answer.'),
(632, 105, 41, 470, 116, 'Can you briefly introduce yourself and a bit about your professional experience? Also would be great to know what is not already in your CV or LinkedIn profile.', 'Myself, I am Vishwas HK. I am currently working as a senior engineer for the HMI domain in Mahindra Software Defined Vehicle Center, which is a brainchild of the main parent company, which is Mahindra and Mahindra, which is also an OEM company, just like Royal Enfield. And here I have developed four applications from the scratch. That is, one is media, sentry application and light show application and ambient lights, which are Mahindra\'s inbuilt in vehicle infotainment requirements in the upcoming future when the platform is shifted from QNX to Android. And this is the current work, which I am aligned to. Prior to this, I have worked with Cognizant and Capgemini, where I worked in Android and Android only as my interface and environment up till date.\n', 'I would like to introduce myself. My name is [Your Name], and I am currently a Senior Engineer in the HMI domain at Mahindra\'s Software Defined Vehicle Center. I have developed applications from the ground up, including media, sentry, light show, and ambient lights for Mahindra\'s in-vehicle infotainment system. Before this role, I worked at Cognizant and Capgemini, where I specialized in Android development.\n\nYou might be curious about what my CV or LinkedIn profile doesn\'t reveal. I have a deep passion for motorcycles and technology, and I often spend my free time working on personal projects that blend technology with everyday life. I am eager to bring this enthusiasm to Royal Enfield.', '6', 'Vishwas provides a clear overview of his current role and past experiences, which is good. However, his response could be improved by adding unique personal insights or passions related to the field, as suggested in the benchmark response. This would give a more complete picture of who he is beyond his professional experience. Including personal interests, especially those relevant to Royal Enfield\'s domain, would make his introduction more compelling and memorable.'),
(633, 105, 41, 470, 116, 'Can you please share your experience with Android Platform Development and any customization you\'ve done for specific hardware configurations?', 'Okay, in Android platform development like involving customization like this can include basically adapting to OS like for different chipsets and basically we try to optimize the performance and ensuring that compatibility with various hardware is happening with components. Some key areas that I have focused in my work basically would be like the hardware abstraction layer which allows the Android to communicate with the underlying hardware and customizing these halls can ensure the Android properly is aligned with interfaces with any hardware components. Next one which I am aware is the kernel modification. The Android kernel which needs to be adapted to support any specific hardware and this might include adding any let us suppose drivers or new hardware components or optimizing the existing ones and then we have bootloader customization which can ensure bootloader is compatible with the hardware and can load the Android OS correctly which is very crucial. Then one more thing is about the system optimization that is customizing the Android system to optimize performance for suppose specific hardware configurations like CPU, GPU and memory optimization. Then we can also talk about device specific firmware that is for developing or customizing firmware or hardware components like any camera sensors or networking modules to ensure a full-fledged net functionality with Android. So these are some of the configurations that I have worked on and basically I have some knowledge on these aspects in my working domain till date.\n', 'I have experience in developing for the Android platform, particularly in customizing it for specific hardware. Here are some key areas I would like to highlight:\n\n1. **Hardware Abstraction Layer (HAL)**: I have tailored the HAL to facilitate effective communication between Android and the underlying hardware.\n2. **Kernel Modification**: I have modified the Android kernel to support specific hardware by adding drivers and optimizing existing ones.\n3. **Bootloader Customization**: I have ensured that the bootloader is compatible with the hardware and correctly loads the Android OS.\n4. **System Optimization**: I have optimized the Android system for particular hardware configurations, focusing on CPU, GPU, and memory performance.\n5. **Device-Specific Firmware**: I have developed and customized firmware for hardware components such as camera sensors and networking modules to ensure full functionality with Android.\n\nThese experiences have been essential to my work, and I continually strive to adapt and optimize.', '8', 'Vishwas provides a comprehensive response detailing his experience with Android platform development and customization for specific hardware configurations. He mentions key areas such as hardware abstraction layer (HAL), kernel modification, bootloader customization, system optimization, and device-specific firmware development. His response shows a good understanding of the technical aspects of the role. However, he could improve by structuring his answer more succinctly and using more specific examples of his work, similar to the benchmark response, which would demonstrate a clearer and more direct correlation between his experience and the job requirements.'),
(634, 105, 41, 470, 116, 'Please describe a project where you utilized Java or Kotlin for Android development, focusing on any challenges you faced and how you overcame them.', 'Okay understood like Basically, I will tell you We had one internal fitness tracking app which Was developed in Android and Kotlin like which basically Was designed to track users fitness activities including steps taken calories burned and distance covered and these sort of instances and Technology I majorly worked in this application was as you mentioned like Java and Kotlin only to develop new features and improvements Challenges that I faced was the interoperable interoperability mainly between the two languages that is Java and Kotlin only So while ensuring a seamless Interoperability interoperability between the two programming languages that is one this thing I faced Then I can say migrating between the legacy code the challenge was gradually migrating to existing Java code to Kotlin without trying to break the application as a whole was a Totally different challenge I can recall and regarding another challenge is regarding the performance optimization ensuring that the app performs well, especially with the increased Use of one one Particular programming language, let\'s suppose Kotlin which can sometimes introduce performance overhead if it is not used correctly Though that is one challenge. I can recall and maintaining the code quality that is the challenging aspect is maintaining high code quality and consistency between Java and Kotlin I can say and next thing is You are integrating a wearable device like Handling any real-time data synchronization between the app and the wearable devices like suppose you utilized the Android wearable API to establish a robust communication between the App and wearable devices. This is this is one kind of challenge I faced Yeah, this these are some of the challenges I Came and also overcame while trying to go about in developing the Android applications for my internal Mahindra apps And I have been a part of it like in trying to resolve the issue This is my experience about how I overcame some of the challenges and the challenges that I particularly faced\n', 'I would like to share a project I developed: an internal fitness tracking app created using Java and Kotlin. This app monitors users\' fitness activities, including steps taken, calories burned, and distance covered.\n\nThroughout this project, I encountered several challenges:\n\n1. **Interoperability**: Ensuring seamless interoperability between Java and Kotlin was a significant hurdle. I addressed this through careful integration and thorough testing.\n2. **Legacy Code Migration**: Gradually migrating existing Java code to Kotlin without disrupting the app was quite challenging. I adopted a step-by-step approach and conducted extensive testing.\n3. **Performance Optimization**: Ensuring the app performed well, especially with Kotlin, was demanding. I optimized the code and utilized resources efficiently to tackle this issue.\n4. **Code Quality**: Maintaining high code quality and consistency between Java and Kotlin was essential. I achieved this through regular code reviews and adherence to best practices.\n5. **Real-Time Data Synchronization**: Integrating wearable devices and managing real-time data synchronization proved to be tricky. I leveraged the Android Wearable API for effective communication.\n\nThrough persistence and careful planning, I overcame these challenges, resulting in a more robust and efficient app.', '7', 'Vishwas provides a detailed account of his experience with a fitness tracking app, highlighting the challenges he faced and the technologies he used. He mentions specific issues such as interoperability between Java and Kotlin, legacy code migration, performance optimization, code quality, and real-time data synchronization with wearable devices. However, his response could benefit from more structured and concise points, similar to the benchmark response, which clearly outlines the challenges and solutions. Additionally, Vishwas could emphasize the outcomes of overcoming these challenges to demonstrate the impact of his contributions.'),
(635, 105, 41, 470, 116, 'Could you please elaborate on your understanding of Android System Architecture and how you\'ve applied this knowledge in your previous roles?', 'Basically to explain as a whole the Android architectural framework starts from Linux kernel where we will be having the Wi-Fi driver, display driver, audio driver, USB driver, camera and Bluetooth such scenarios. Proceeding ahead we will be having platform libraries where instances such as media OpenGL, graphics, SSL, SQLite and free type of elements will be available in that layer of the architecture and further thereafter we have Android runtime that is which consists of Dalvik VM, Xigot, core libraries. Post that we will be having Android framework layer which will contain our activity manager, notification manager, package manager, Windows manager, content providers and view system and last layer is the application layer where we will be having the home screen, contacts, camera, gallery and clock and calendar such instances will be having there. In my current project we made use of location manager I can say mainly to leverage location internally by making use of this Google API to render the location for the driver assistance that is the advanced driver assistance system that is the advanced system which is used in our infotainment systems mainly to traverse from a source destination to the end destination. So we mainly used you make use of location manager to go about our activity.\n', 'I have a solid understanding of Android System Architecture, and I would be happy to explain it. \n\nThe architecture consists of several key layers: \n\n1. **Linux Kernel**: This serves as the foundation of the system, containing drivers for Wi-Fi, display, audio, USB, camera, and Bluetooth. \n2. **Platform Libraries**: Positioned above the kernel, these libraries include media, OpenGL, graphics, SSL, SQLite, and more. \n3. **Android Runtime**: This layer comprises the Dalvik VM and ART (Android Runtime), along with core libraries. \n4. **Android Framework**: This layer contains essential components such as the activity manager, notification manager, package manager, window manager, content providers, and view system. \n5. **Application Layer**: Here, you will find the home screen, contacts, camera, gallery, clock, and calendar. \n\nI have applied this knowledge in my roles. For instance, in my current project, I leveraged the **Location Manager** and utilized the Google API to render location data for the Advanced Driver Assistance System (ADAS). This system assists drivers in navigating from their starting point to their destination and has been seamlessly integrated into our infotainment system. \n\nUnderstanding each layer and its components is crucial, as it enables me to optimize and develop effectively.', '7', 'Vishwas provides a clear explanation of the Android System Architecture, detailing each layer and its components. He also gives a specific example of how he applied this knowledge in his current project by leveraging the Location Manager for driver assistance systems. However, his response could be more concise and focused on how his understanding of the architecture has directly impacted his development work. The benchmark response provides a structured and succinct explanation, which Vishwas could emulate to improve his answer.'),
(636, 105, 41, 470, 116, 'In your career, how have you approached performance optimization and resource management within the Android ecosystem?', 'Optimizing performance and managing resources efficiently in Android ecosystem is very crucial in order to ensure smooth UI experience and prolonged battery life. What I did was mainly with the performance optimization mainly I used it for profiling and benchmarking like using the Android Studio there is an option for profiler and systrace where you can optimize the overall memory leaks or memory that is caching out by using maybe by making use of this profiler technique. Regularly the profiler app we can use to identify the performance such as very slow UI rendering or memory leaks we can use make use of leak canary as well these kind of things and you can efficiently render any UI like you can reduce the number of times a pixel is drawn by optimizing the view hierarchy and using constraint layout instead of the nested layouts that is one thing and memory management is an added advantage where you can avoid memory leaks and bitmap optimization where you can use bitmap loading strategies like glide or Picasso based on your bitmap factory operations to down sample the images and network optimization is one thing like you can efficiently call the APIs like retrofit, voli and cache the responses to reduce the network load. One more thing is battery optimization like you can minimize the background work like you can use job scheduler or work manager to schedule background task efficiently and avoid using background services unless when you actually need it or when either case if it is necessary only you can make use of it. Resource management coming to that aspect like a string resources I have used like you can make use of string resources for any text to support localization and avoid hard coding of strings then you can make use of drawable optimizations like you can use vector drawables instead of raster images to reduce the APK size and support multiple web densities. Now we have WebP also to reduce the size of the images then you can handle configuration changes like lifecycle like if you are aware of Android Activity lifecycle that lifecycle awareness is there means the components like view model and live data to manage UI related data to survive configuration changes at least you can do with that one. Then you can handle the persistency state like you can use this method called as on save instance state and view model to save and restore the UI state during configuration changes and you can efficiently manage thread management as well like you can avoid long running operations on the main thread by using async task executor service or Kotlin coroutines for background task. Then you have data optimization like to optimize SQL lite queries to reduce execution time and memory usage use indexing and avoid complex joins that is about resource management I know that\'s what I know about that one.\n', 'Performance optimization and resource management are essential components of development. I approach these areas thoughtfully and would like to share my strategies:\n\n1. **Profiling and Benchmarking**: I utilize Android Studio\'s profiler and systrace to detect memory leaks and slow UI rendering, with tools like LeakCanary proving to be quite helpful.\n2. **UI Optimization**: I minimize the number of times a pixel is drawn by optimizing the view hierarchy and using ConstraintLayout instead of nested layouts.\n3. **Memory Management**: Preventing memory leaks is crucial. I implement bitmap loading strategies such as Glide or Picasso to downsample images effectively.\n4. **Network Optimization**: I make efficient API calls using Retrofit or Volley and cache responses to lessen network load.\n5. **Battery Optimization**: I reduce background work by employing JobScheduler or WorkManager to schedule tasks efficiently, avoiding background services unless absolutely necessary.\n6. **Resource Management**: I leverage string resources for localization and refrain from hardcoding strings. I prefer vector drawables over raster images to decrease APK size, and the WebP format for images is particularly beneficial.\n7. **Lifecycle Awareness**: I manage UI-related data with ViewModel and LiveData to effectively handle configuration changes.\n8. **Persistency State**: I utilize `onSaveInstanceState` and ViewModel to save and restore UI state during configuration changes.\n9. **Thread Management**: I avoid long-running operations on the main thread by using AsyncTask, ExecutorService, or Kotlin coroutines for background tasks.\n10. **Data Optimization**: I enhance SQLite queries by implementing indexing and avoiding complex joins to reduce execution time and memory usage.\n\nBy employing these methods, I ensure smooth performance and effective resource management, ultimately enhancing the user experience.', '7', 'Vishwas provides a detailed and comprehensive response about his approach to performance optimization and resource management within the Android ecosystem. He covers a wide range of techniques and tools, from profiling and UI optimization to battery and network optimization. However, his response could benefit from more structure and conciseness. The benchmark response offers a clear and organized list of methods, which Vishwas could emulate to make his answer easier to follow and more impactful. Additionally, providing specific examples of how these optimizations improved a project would demonstrate the practical application of his knowledge.'),
(637, 105, 41, 470, 116, 'Please tell me about a time when you implemented security standards or best practices in an Android application. What measures did you take to ensure the app\'s security?', 'To ensure Android application security wise what I did was one is to establish secure communication Like you can ensure all the network communication uses the valid HTTPS to encrypt data in transit like Like you can use any certification pinning as well in the servers SSL TSL certificate to prevent any Man-in-the-middle type of attacks and secure your application then you can also make use of secure data storage like Encrypted storage like use Android\'s encrypted shared preferences and encrypted file APIs to store sensitive data securely and you can avoid storing Sensitive data like I minimized the storage of sensitive data on the device Unless necessary and I made use of encryption techniques and sometimes I made sure that the user authentication is secure by using the OAuth and open ID connect like use a secure authentication protocols like OAuth 2.0 and You can use open ID connect for any user authentication these guys these sort of things and One more technique I can remember is I made use of secure APIs like token based authentication Like a JWT or the token for API request and ensure that tokens are securely stored and refreshed as needed that is one approach I made and Made sure that I used code obfuscation as well Like use pro guard you you can use make use of pro guard or re to obfuscate your code Making it harder for any attackers to reverse engineer or applications This is one thing and you can also make use of Application components to secure like content providers You can use permissions to restrict access to content providers and ensure that the data is properly validated and sanitized And I made use of explicit intents wherever possible like you can validate the data received to avoid any intent spoofing and In broadcast receivers also you can make use of local broadcasts for internal communication to avoid any exposing receivers in other applications and Proper permission management should be there like request like you can use minimize the permissions request only if the necessary permissions and explain to users Who are using my application like the customers? Why they are needed like specific permissions if I am using read contacts read SMS permission and all I will tell them the Particular usage of those application Permissions in my application so as to why I am trying to use those permission permission to retrieve their data So I can provide those kind of information while using to while trying to implement those permission as well Yes, these are some of the techniques. I know I have implemented and Mainly one can make use of this to ensure good credibility in terms of security measures in trying to develop an Android application\n', 'I have established security standards and would like to share the measures I have taken:\n\n1. **Secure Communication**: I ensure that all network communications utilize HTTPS. I employ SSL/TLS certificates and certificate pinning to prevent man-in-the-middle attacks.\n2. **Secure Data Storage**: I use Android\'s encrypted shared preferences and encrypted file APIs to securely store sensitive information, minimizing the storage of such data on the device.\n3. **User Authentication**: I implement secure authentication protocols like OAuth 2.0 and OpenID Connect to guarantee safe user authentication.\n4. **Secure APIs**: I utilize token-based authentication, such as JWT, for API requests and securely manage token storage and refresh as necessary.\n5. **Code Obfuscation**: I apply ProGuard or R8 to obfuscate code, making it more challenging for attackers to reverse engineer the application.\n6. **Application Components Security**: I restrict access to content providers using permissions and ensure that data is validated and sanitized properly.\n7. **Explicit Intents**: I prefer using explicit intents whenever possible and validate received data to prevent intent spoofing.\n8. **Broadcast Receivers**: I use local broadcasts for internal communication to avoid exposing receivers to other applications.\n9. **Permission Management**: I limit permission requests and clearly explain to users why specific permissions are necessary. For instance, if read contacts or read SMS permission is required, I inform users of its purpose.\n\nI have implemented these techniques to ensure robust security in Android applications, thereby protecting users and their data.', '7', 'Vishwas provides a thorough response detailing various security measures he has implemented in Android applications. He covers secure communication, data storage, user authentication, secure APIs, code obfuscation, component security, intent management, broadcast receivers, and permission management. However, his response is lengthy and could benefit from more concise points and structure. The benchmark response offers a clear, itemized list of security measures, which would help Vishwas communicate his experience more effectively. Additionally, providing a specific example of an application where he implemented these security measures would illustrate his practical application of security best practices.'),
(638, 105, 41, 470, 116, 'Considering your experience with UI development, can you discuss a specific instance where you designed a complex user interface for an Android application?', 'In my previous work routine, sometimes I made use of e-commerce mobile application. There was an instance of e-commerce mobile application where there was a need for a rich interactive UI including a product catalog with multiple filtering options, a dynamic shopping cart was needed and a product detail page with image icon and a user profile, which will show the history and settings was the requirement and key UI components used there was the product catalog with filters like component like I used a recycler view basically for displaying a grid of products with filters for categories and price range and ratings. The challenge was efficiently when we are trying to load and display a large number of products while providing smooth scrolling and filtering that was a major challenge in it and a solution for that was like I used a paging three library to load products in chunks and trying to reduce the memory usage and improving the overall performance and for dynamic shopping cart that will update real time as users add and remove products. The challenge mainly was keeping the cart in sync with product selections across different particular different verticals of the app. So what I did there was I used live data and view model to observe and update the data in real time and product detail page with image zoom was like it was mainly featuring a images with pinch in zoom functionality and detailed product description. The challenge there was implementing smooth and responsive image thing. So I there I made use of view pager to for image carousel to provide smooth swiping between the images. In current Mahindra working scenario also there was a requirement to off the infotainment system and the infotainment system used to take three minutes to shut down the overall hardware. So when you are trying to play the music in the media application, the scenario was the audio was not muting. So I implemented this XO player implementation and I paused the media by implementing a code there and in I had created my own class called as IMS manager wherein I made use of this live data to handle the power mode changes between the ignition on and ignition off and ACC mode was there. So this is how my working scenario still up till date with Mahindra and previous experience I have handled complex UI changes with respect to dynamic changes.\n', 'I would like to discuss a complex user interface by sharing an example from my previous role, where I developed an e-commerce mobile application that required a sophisticated and interactive UI.\n\nIn the product catalog, I utilized RecyclerView to display a grid of products, incorporating filters for categories, price range, and ratings. The challenge was to efficiently load and display a large number of products while ensuring smooth scrolling. To address this, I implemented the Paging 3 library, which allowed products to be loaded in chunks, reducing memory usage and enhancing performance.\n\nFor the dynamic shopping cart, it was essential that it updated in real-time as users added or removed products. The challenge was to keep the cart synchronized with product selections across different sections of the app. I solved this by using LiveData and ViewModel to observe and update data in real-time.\n\nThe product detail page featured images with pinch-to-zoom functionality and detailed product descriptions. The challenge was to implement a smooth and responsive image zoom. I used ViewPager for the image carousel, which provided seamless swiping between images.\n\nIn my current role at Mahindra, I encountered another complex UI challenge with the infotainment system, which needed to shut down within three minutes. The issue was that the audio did not mute when music was playing. To resolve this, I implemented ExoPlayer and paused the media using custom code. I created a class called IMS Manager and used LiveData to manage power mode changes between ignition on, ignition off, and ACC mode.\n\nI have successfully handled complex UI changes and dynamic updates, ensuring a smooth user experience.', '7', 'Vishwas provides a detailed account of his experience designing complex user interfaces for an e-commerce mobile application and a challenge he faced at Mahindra. He mentions specific UI components, challenges, and solutions, such as using RecyclerView, LiveData, ViewModel, and the Paging 3 library. However, his response could be more structured and focused on the impact of his solutions. The benchmark response offers a clear and concise summary of the tasks, challenges, and solutions, which Vishwas could use as a model to improve the clarity and effectiveness of his communication.'),
(639, 105, 41, 470, 116, 'Please explain how you have used CI/CD pipelines, automated testing, or build automation to improve the development process in your past projects.', 'CICD pipeline I mainly used it after developing the aspects like suppose if I make some code changes and I use the Android IDE where we have a git option to commit our changes by writing a commit message and selecting the kind of files that we want to commit. After committing there is an option to review because I have used this CICD pipeline to in order to integrate the sonar cube to make sure if there is any sonar lint kind of issues. So after making the necessary changes and observing the changes whatever the sonar lint or the sonar cube is showing me I will be able to push my changes to the mainline github by making use of this safe and secure CICD pipeline which will run through all the scripts like we have to ensure that we have followed the coding standards we have implemented the change log and we have made sure that we have properly handled the if else use case scenarios handle the large statements properly and we have optimized the entire coding scenario by removing irrelevant and unwanted spaces and lines and we have added relevant copyrights and make sure that the CICD infrastructure runs through all of these and when all of these is a checkmark or a tick box then only the entire run profile job will run successfully and it will push the code changes into the mainline git to my HMI master that is my remote changes my changes will be pushed there. This is how I integrated or made use of CICD pipeline in order to push my changes into the mainframe.\n', 'I use CI/CD pipelines and automated testing to enhance the development process. Here’s how I do it:\n\n1. **CI/CD Pipeline**: After developing code changes, I commit them using the Git option in Android IDE. I write a commit message and select the files to include in the commit.\n2. **Code Review and SonarQube**: I review the changes with SonarQube to identify any issues. I address the findings from SonarLint or SonarQube before pushing the changes.\n3. **Push to GitHub**: I push the changes to the mainline GitHub repository, utilizing a secure CI/CD pipeline that runs scripts to ensure coding standards are upheld.\n4. **Automated Checks**: The pipeline checks for proper handling of if-else scenarios, large statements, and code optimization. I also remove unnecessary spaces and lines and add the required copyright notices.\n5. **Build Automation**: I leverage the CI/CD infrastructure to run all these checks. Only after all checks pass do I push the code changes to the mainline Git.\n\nAdditionally, I employ automated testing to ensure code quality by running unit tests and integration tests as part of the CI/CD pipeline. This approach helps identify and resolve issues early on.\n\nThese practices significantly enhance the development process, ensuring high code quality and efficient integration.', '6', 'Vishwas describes his use of CI/CD pipelines primarily for code integration and quality checks using tools like SonarQube. He explains the process of committing changes, code review, and pushing to the mainline GitHub repository. However, his response lacks detail on automated testing and build automation, which are critical aspects of CI/CD pipelines. The benchmark response provides a more comprehensive overview, including the use of automated tests as part of the pipeline to ensure code quality. Vishwas could improve his response by elaborating on how he has used automated testing and build automation in addition to CI/CD pipelines to enhance the development process.');
INSERT INTO `bot_questionwise` (`id`, `botInterviewId`, `candidateId`, `resumeId`, `screeningId`, `question`, `response`, `benchmark_response`, `score`, `feedback`) VALUES
(640, 105, 41, 470, 116, 'Could you provide an example of how you\'ve contributed to AOSP or AAOS development, particularly in terms of customization or maintenance?', 'Okay, with regard to AOSP Android like I used Android interface a definition language which is also known as the AIDL which is a powerful tool in Android for defining the interface that both the client and server agree upon in order to communicate with within each other or like majorly using for inter-process communication the IPC mechanism that we call as a whole while AIDL itself is a component of the Android system it relies heavily on the Linux underlying feature and mechanisms for facilitating a smooth IPC I can say so in my case scenario what I did was I needed to implement the audio settings audio settings where I particularly made use of AIDL to generate the steps to generate the steps which mainly acted as a callback interface when I am trying to implement the callback interface method in in a custom class suppose I wanted to mute the scenario of the music then I am making use of this AIDL generated steps that is the AOSP Android related stuff which I coded and I will be able to call the call the method in my existing custom class to handle the audio related settings changes to mute the currently playing track so this is how I made use of AOSP and AIDL which is a AOSP terminology and which I used it mainly for client-server interaction within the application or between interaction between one application and another application to generate the steps and this is how my process went about\n', 'I have contributed to the development of AOSP and AAOS, and I would like to share an example of my work. I was involved in customization and utilized the Android Interface Definition Language (AIDL), a powerful tool for inter-process communication (IPC). AIDL enables the definition of interfaces that facilitate client-server communication.\n\nOne specific instance I recall involved implementing audio settings customization. I used AIDL to create steps for a callback interface, which I then implemented in a custom class to manage changes to the audio settings. For example, I needed to mute the currently playing track. By using the AIDL-generated steps in my custom class, I was able to call the method to mute the audio, ensuring smooth IPC by leveraging the underlying Linux features.\n\nThis approach proved to be effective, allowing me to customize and maintain AOSP components, enhancing functionality and ensuring seamless communication between applications.', '6', 'Vishwas provides a specific example of how he used AIDL for inter-process communication within the AOSP framework, focusing on audio settings customization. He explains the process of using AIDL-generated stubs and implementing callback interfaces. However, his response could be more structured and could better highlight the impact of his contributions to AOSP or AAOS development. The benchmark response offers a clearer and more concise explanation of the task and its significance in the context of AOSP customization and maintenance. Vishwas could improve his response by emphasizing the benefits of his work and how it enhanced the overall functionality of the system.'),
(641, 105, 41, 470, 116, 'Can you please talk about your experience with cloud platforms or containerization and how it has impacted your work in Android development?', 'By making use of cloud platform in any Android development which will enhance the apps functionality and scalability as a whole in that is why we mainly use of it. Like I mainly used in my instance and scenario I made use of firebase, firebase where I can recall mainly used like a suppose user authentication using any firebase is required then you where you need to support multiple authentication providers like email, password, Google, this sort of integration must happen. Then we can make use of firebase to authenticate the SDK to implement various authentication methods and by making use of firebase I also handled user authentication states and ensured any smooth login and logout process is happening. So you can also make use of real-time database for storing and retrieving user posts and interacting with the firebase real-time database that is one scenario. Cloud storage is uploading and displaying user profile pictures and posting images using firebase cloud storage like as I mentioned efficiently when you are trying to upload and download the large images there is a challenge there. So by making use of this firebase cloud storage SDK we can handle the image uploads and downloads and we can we can also implement progress monitoring for uploads and caching for efficient image retrieval. We can also handle push notifications and analytics also can be handled. So this is the scenario where I made use of cloud storage in my android development.\n', 'I would like to share my experience with cloud platforms and containerization, which greatly enhance functionality and scalability in Android development. \n\nI have extensively used Firebase for user authentication, supporting multiple providers such as email, password, and Google. I implemented various authentication methods using the Firebase SDK and managed user authentication states to ensure smooth login and logout processes. Additionally, I interacted with the Firebase real-time database to store and retrieve user posts, allowing for efficient data management. I also utilized Firebase Cloud Storage to upload and display user profile pictures and post images, efficiently handling large image uploads and downloads, implementing progress monitoring for uploads, and ensuring caching for quick image retrieval. Furthermore, I managed push notifications and gathered analytics using Firebase, which helps keep users engaged and informed. \n\nThese cloud services have significantly impacted my work, enhancing app functionality and ensuring smooth user experiences. As a result, my development process has become more scalable and efficient.', '6', 'Vishwas discusses his experience with Firebase as a cloud platform and its use in Android development, covering user authentication, real-time database interaction, cloud storage, and push notifications. He provides a general overview of how these services have enhanced app functionality and scalability. However, his response could be more concise and could better articulate the direct impact these technologies have had on his work. The benchmark response succinctly lists the uses and benefits of cloud services in Android development, which Vishwas could use as a guide to refine his answer, emphasizing the efficiency and scalability improvements brought by these tools.'),
(642, 105, 41, 470, 116, 'Please describe a scenario where you had to collaborate with cross-functional teams and how you communicated technical concepts effectively.', 'So, basically I had when we encounter some bug related issues when we have to communicate or cross communicate with another team, let us suppose a testing team, I had to tell the instance about my features. Suppose there was a blur scenario when I implemented a pop up behind that was a RGB that is a red green and blue variation. So when the pop up used to basically come on that RGB circle, there should be a thin layer of the RGB visible post when the pop up is enabled. This was the scenario and I explained to them that the use case which you write for this should be in a way that like 30% of the visibility must be seen and based on the Figma thing I tried to explain them, we are able to achieve in so and so scenarios. So please develop your use case or test case scenario where in which you can your test of feasibility should be restricted to only 30% of the visibility when the pop up is coming on top of the RGB circle and not exceeding the permitted percentage. So this was how I interacted with the cross functional team to handle the use case scenario of my development scenario up till date.\n', 'I collaborated with cross-functional teams and recognized the importance of effectively communicating technical concepts. Let me share a scenario.\n\nWe encountered a bug that required me to communicate with the testing team. I implemented a pop-up with an RGB (red, green, blue) background, ensuring that a thin layer of RGB was visible behind the pop-up.\n\nI explained the use case to the testing team, emphasizing that the visibility of the RGB layer should be restricted to 30%. We achieved this based on the Figma design. I instructed the testing team to develop test cases to ensure this visibility constraint was met.\n\nI used clear and precise communication to ensure the testing team understood the technical requirements. Together, we collaborated effectively to resolve the issue.\n\nThrough detailed explanations and visual aids, I strive to communicate technical concepts effectively, which helps ensure alignment and understanding across teams.', '6', 'Vishwas describes a specific scenario where he communicated with the testing team about a UI bug involving a pop-up and an RGB layer. He explains how he guided the team to develop test cases based on visibility constraints. While Vishwas provides a relevant example of cross-functional collaboration, his response could be improved by emphasizing the methods used to communicate technical concepts effectively, such as visual aids or documentation. The benchmark response showcases a more structured approach to explaining the issue and guiding the testing team, which Vishwas could adopt to enhance clarity and ensure understanding across teams.'),
(643, 105, 41, 470, 116, 'Imagine you are tasked with optimizing a media playback application on Android to reduce its memory usage without impacting performance. How would you approach this problem?', 'Leak Canary is one implementation that we have adopted in our project in order to handle the use cases of memory optimization. Basically for media playback application we can make use of efficient media loading and playback like buffering, streaming and you can make use of ExoPlayer I told like it\'s a very highly optimized media player library in Android itself which will provide a better memory management compared to standard media API and managing the bitmaps like image loading libraries metadata\'s this can be handled safely and down sampling is there like images to reduce the memory usage and caching strategies you can use like in-memory caching like implement in memory caching for frequently accessed media data those things and efficient data structures as well you can use parse array instead of hash map for integer keys to save memory and especially you can make use of context and large data objects as well to avoid any memory leaks and make use of resource management also efficiently you can use garbage collection to encourage garbage collection but you can avoid frequent calls to system.gc method like as it can implement any degrade performance or it can lower the performance so in that case you can make use of garbage collection so you can also handle the lifecycle management properly like events to release and reinitiate the resources as needed example doing activity and fragment transitions so these are some of the approaches you can use\n', 'To optimize a media playback application and reduce memory usage, it is essential to approach the task with care. Here are some steps to consider:\n\n1. **Efficient Media Loading and Playback**: Use ExoPlayer, a highly optimized media player library for Android, which provides better memory management than the standard media API.\n2. **Bitmap Management**: Implement efficient image loading libraries such as Glide or Picasso, and downsample images to reduce memory consumption.\n3. **Caching Strategies**: Employ in-memory caching for frequently accessed media data to minimize the need for repeated loading from storage.\n4. **Efficient Data Structures**: Choose SparseArray over HashMap for integer keys, as this can help save memory.\n5. **Context and Large Data Objects**: Avoid memory leaks by carefully managing context and large data objects, using weak references when appropriate.\n6. **Garbage Collection**: While encouraging garbage collection is beneficial, refrain from making frequent calls to `System.gc()`, as this can adversely affect performance.\n7. **Lifecycle Management**: Properly manage lifecycle events by releasing and reinitializing resources as needed during activity and fragment transitions.\n8. **Leak Detection**: Utilize tools like LeakCanary to identify and resolve memory leaks.\n\nBy following these strategies, you can effectively reduce memory usage while ensuring smooth and efficient media playback.', '6', 'Vishwas mentions several relevant techniques for optimizing memory usage in a media playback application, such as using LeakCanary, ExoPlayer, efficient data structures, and garbage collection. However, his response could be more organized and focused on the systematic approach to optimization. The benchmark response provides a clear, step-by-step methodology that Vishwas could use to structure his answer more effectively. Additionally, Vishwas could elaborate on specific strategies for bitmap management and lifecycle management to demonstrate a deeper understanding of memory optimization in Android applications.'),
(644, 105, 41, 470, 116, 'Given a hypothetical situation where the media playback optimization led to longer buffering times, how would you address this new performance issue?', 'So, regarding buffering time means you can make use of adaptive bitrate streaming that is ABR. You can implement adaptive bitrate streaming to automatically adjust the quality of the video based on the user\'s network conditions and ExoPlayer will support this out of the box with the DASH, HALs and smooth streaming formats will be supported across all the streams and you can make use of pre-buffering which like content before playback starts to ensure a smoother experience, then you can optimize buffer settings, you can make use of network quality detection, you can provide user feedback, you can make use of offline playback and you can also handle error and retries like you can implement error handling and retry logic for network errors, inform the user if the buffering fails and provide options to retry and check their connection. These are some of the strategies.\n', 'To address longer buffering times, I have several strategies to share:\n\n1. **Adaptive Bitrate Streaming (ABR)**: Implement ABR to automatically adjust video quality based on the user\'s network conditions. ExoPlayer supports this with DASH, HLS, and Smooth Streaming formats.\n2. **Pre-buffering**: Use pre-buffering to load content before playback begins, ensuring a smoother experience.\n3. **Optimize Buffer Settings**: Adjust the buffer size settings in ExoPlayer to find the right balance between buffering time and playback smoothness.\n4. **Network Quality Detection**: Detect network quality in real-time and adjust playback settings accordingly.\n5. **User Feedback**: Provide users with feedback about the buffering status. Inform them if buffering fails and offer options to retry or check their connection.\n6. **Offline Playback**: Allow users to download content for offline playback, reducing dependency on network conditions.\n7. **Error Handling and Retries**: Implement robust error handling and retry logic for network errors to ensure seamless recovery from buffering issues.\n\nBy employing these strategies, we can effectively tackle longer buffering times and ensure smooth and efficient media playback.', '7', 'Vishwas provides a variety of strategies to address longer buffering times, such as adaptive bitrate streaming, pre-buffering, buffer settings optimization, network quality detection, user feedback, offline playback, and error handling. His response includes relevant solutions, but it could be more structured to enhance clarity. The benchmark response offers a well-organized list of strategies with clear explanations, which Vishwas could use as a model to improve the presentation of his solutions. Additionally, Vishwas could mention the importance of testing and monitoring these changes to ensure they effectively resolve the performance issue without introducing new problems.'),
(645, 105, 41, 470, 116, 'Can you please describe a situation where you had to advocate for the customer\'s needs during the development process, and how did you ensure those needs were met?', 'So, in my scenario in this media application development only, there was a requirement where upon clicking the mute UI functionality, the playing music should be paused. So in general case scenarios, I had suggested them that upon pausing the UI media icon, the playing track should be continuously playing, only thing is the jar file in which the audio settings is handled, it should only mute the audio from the platform side and the playing track shall be keep on playing. So that should be the scenario. But the original requirement was if you click on the mute UI icon, the playing track only should be paused. So this I advocated on my behalf and a suggestion was taken from the customer end to review the SRD and HMI spec and this change was in force, later on I implemented the same where upon clicking the mute functionality UI in the media application, the playing track was paused, the playing music was just put to volume 0 that is step 0 from the platform the playing track was continuously keep on playing.\n', 'I must advocate for the customer\'s needs and clearly describe the situation. During the development of a media application, a requirement emerged: the customer requested that clicking the mute button should pause the playing music. I suggested an alternative approach, which involved muting the audio from the platform side while allowing the track to continue playing. \n\nHowever, the customer\'s original requirement was straightforward: clicking the mute button should indeed pause the playing track. I made it a priority to support this need. Together with the customer, we reviewed the System Requirements Document (SRD) and the Human-Machine Interface (HMI) specifications, and I implemented the necessary changes.\n\nNow, when the mute button is clicked, the playing track pauses, and the volume is set to zero. I ensured that the customer\'s needs were met, as it is essential to balance technical feasibility with customer satisfaction.', '7', 'Vishwas recounts a specific instance where he considered the customer\'s needs during the development of a media application\'s mute functionality. He explains his initial suggestion and how he ultimately implemented the feature based on customer requirements. While Vishwas\'s response is relevant, it could be improved by more clearly articulating the process of advocating for the customer and how he collaborated with them to ensure their needs were met. The benchmark response provides a more structured narrative, emphasizing the importance of customer advocacy and the steps taken to align development with customer expectations. Vishwas could enhance his answer by focusing on the customer engagement aspect and the outcome of meeting their needs.'),
(646, 105, 41, 470, 116, 'Could you tell me about a time when you had to think unconventionally to solve a problem in your project, and what was the outcome?', 'Okay, unconventional ways is recently I am developing an application called sittings application where I had to achieve the rotary focus from header fragment to expandable list view. So, we are trying to make some changes in the get child view method that is implemented in the expandable list view adapter, we are trying to handle some changes from the XML part as well where the focus of the rotary should come from the header tab to the expandable list view. So, particularly the focus was not coming. So, there is one XML that I identified recently called as list group, then we made use of the focus option in Android drop down which we enabled it as true, focusable we made it as true and focus from upward to the navigation key which is traversed downward, we made use of that and we actually were able to think out of the box and able to achieve that scenario.\n', 'I approached a problem with an unconventional mindset and would like to share my experience. While developing an application called \"Settings,\" I needed to achieve rotary focus from the header fragment to an expandable list view. Unfortunately, traditional methods proved ineffective. \n\nSo, I decided to try a different approach. I modified the `getChildView` method in the expandable list view adapter and made necessary adjustments in the XML layout. However, the focus still did not work as intended. \n\nThen, I discovered an XML attribute called `listGroup`, which enabled the focus option in the Android dropdown by setting it to true. I made the list group focusable and ensured that the focus moved downward when navigating with the keys. \n\nBy thinking creatively, I was able to achieve the desired focus functionality. The outcome was successful, reinforcing the importance of innovative problem-solving.', '6', 'Vishwas describes an unconventional approach to solving a focus traversal issue in an application he was developing. He mentions modifying the `getChildView` method and XML attributes to achieve the desired functionality. However, his response could be more detailed in explaining the problem and the specific steps taken to resolve it. The benchmark response provides a clearer narrative of identifying the issue, taking an unconventional approach, and the successful outcome. Vishwas could improve his answer by detailing the thought process behind his unconventional solution and the impact it had on the project\'s success.'),
(647, 105, 41, 470, 116, 'Please share an experience where you had to collaborate with a team member from a different department or background, and how did you manage to communicate effectively to achieve a common goal?', 'okay with respect to this in the same CICD scenario I can recollect is when I was trying to push my code changes they were trying to mitigate from sonar cube to Jenkins but whatever changes were there what were not effectively trying to build and merge into the mainstream HMI master so in that scenario I just communicated to the DevOps team to make sure that the already in place sonar cube was a better scenario and a fruitful solution where it was handling all the check boxes to tick post that we were able to effectively see like if there are any code changes we had to make and all so in in that scenario I effectively communicated to the DevOps team to suggest to go with the existing methodology and to held on to their Jenkins implementation to a halt and the original sonar cube implementation was bought into picture and we were successfully able to run through our code with all the standard code lines change log and effective code optimization with all the copyrights thing in place and successfully able to flash that software into the hardware\n', 'I recently collaborated with a team member from another department and would like to share my experience. \n\nIn a CI/CD scenario, I encountered a challenge while trying to push code changes. The DevOps team was in the process of transitioning from SonarQube to Jenkins, but the changes were not building and merging effectively into the HMI master. \n\nI reached out to the DevOps team and explained that SonarQube was performing all necessary checks efficiently. I suggested that we pause the Jenkins implementation and continue using SonarQube for the time being. \n\nThrough clear communication, I highlighted the benefits and current effectiveness of SonarQube, and the DevOps team agreed to proceed with it. As a result, we successfully ran our code through all standard checks. \n\nWe were able to flash the software onto the hardware successfully, achieving our common goal through effective communication. Collaborating across departments is truly important.', '6', 'Vishwas recounts an experience of collaborating with the DevOps team during a transition from SonarQube to Jenkins. He explains how he communicated the effectiveness of the existing system and suggested halting the Jenkins implementation. While he provides an example of cross-departmental collaboration, his response could be more structured and focused on the communication strategies he used to achieve the common goal. The benchmark response outlines a clear narrative of the challenge, the communication approach, and the successful outcome. Vishwas could improve his answer by emphasizing how he presented his case to the DevOps team and how they reached a consensus.'),
(648, 105, 41, 470, 116, 'Can you describe how you\'ve integrated new technologies or methodologies into your projects to stay ahead in the industry?', 'So, for one such instances in my current project, we made use of some animation techniques in order to give the UI some rich or enriching experiences. So this was a newer tech stack which I recently explored and we had to also reduce the size of the animations and make sure that the in-vehicle infotainment app uses less memory space for whatever the animations we were trying to inculcate in our existing applications and this was a suggestion also given by me to the management and it was readily appreciated as well and we used the same leak canary scenario to see the overall memory usage of the animation and we were using the profiling techniques to reduce the overall size of the animations that we implemented in our apps.\n', 'I have incorporated new technologies and methodologies into my current project, where I explored innovative animation techniques. The objective was to create a richer and more engaging user interface while minimizing the size of the animations to ensure that the in-vehicle infotainment app consumes less memory, which was essential. \n\nI proposed this approach to management, and they appreciated and approved it. We used LeakCanary to monitor the overall memory usage of the animations and applied profiling techniques to reduce their size. \n\nBy successfully integrating new animation techniques while optimizing memory usage, we enhanced the user experience and positioned ourselves ahead in the industry. It is vital to continuously explore and adopt new technologies.', '6', 'Vishwas mentions the integration of new animation techniques to enhance the user interface in his current project and the use of LeakCanary to monitor memory usage. He also notes the management\'s appreciation of his suggestion. However, his response could be more detailed in terms of how these new technologies were selected and the impact they had on the project. The benchmark response provides a clearer narrative of the process and the benefits of integrating new technologies, emphasizing the importance of staying ahead in the industry. Vishwas could improve his answer by elaborating on the decision-making process, the implementation of these technologies, and their contribution to the project\'s success.'),
(649, 105, 41, 470, 116, 'Please share an example of how you have contributed to a team\'s success through your individual role, particularly in a challenging or innovative project.', 'okay in this scenario there was a another application in picture called as light show application where we had to change the entire UI scenario based on the recent Figma changes so I had made sure I had used a application called as GIMP where we can resize the images inch by inch and we had to do it hand-in-hand with respect to any height width bottom and bottom start bottom top bottom navigations all those use case scenarios were handled effectively and these are some of the scenarios which led to the entire team being praised for that work because that was a very critical application in terms of trying to display some light show activities in the vehicle itself so we made sure that we try to develop the UI experience of that application entirely from the from the scratch based on what was required in the concise timeline that was provided as well and these are some of the contributions from my end to the team which boosted the applications performance and it highlighted its appearance on the global company scale as well this is how our contributions as a team impacted and got appreciations regarding the same from the higher management\n', 'I contributed to a team\'s success, and I would like to share an example. I was involved in a challenging project called the Light Show application, which required a complete redesign of the user interface based on recent updates in Figma. This application is essential for showcasing light show activities in vehicles.\n\nI used GIMP to carefully resize images, addressing various scenarios such as height, width, bottom start, bottom top, and bottom navigation. We worked closely as a team throughout the process.\n\nTogether, we developed the user interface experience from the ground up and successfully met the tight timeline we were given. Our efforts significantly improved the application\'s performance and increased its global visibility.\n\nThe team received praise for our work, and I played a key role in the project\'s success. It is important to ensure alignment with the team\'s goals and deliver high-quality results.', '6', 'Vishwas describes his role in the success of a light show application project, highlighting his use of GIMP for image resizing and UI adjustments based on Figma designs. He mentions the critical nature of the application and the team\'s praise for the work. While Vishwas provides an example of his contribution, his response could be more focused on the specific actions he took that led to the team\'s success and how he overcame any challenges. The benchmark response outlines a clear contribution to a critical project and the positive outcome, which Vishwas could use as a guide to emphasize his individual impact and the collaborative effort of the team.'),
(650, 105, 41, 470, 116, 'How do you approach situations where the conventional path is not leading to success, and what steps do you take to forge a new direction?', 'So, in this case, we tried to, I tried to take the help of senior developers trying to seek the suggestions at all the time, trying to improve the code based on their suggestions and reaching to multiple teams, trying to see if there is any input available based on the understanding of the SRD or the HMI spec that is being provided for the implementation point. And I also, I made use of AI tools, which increased my ability to reduce the time efficiency and integrated them and try to give the best solution and the best UI experience as much as possible. So, trying to seek the help of seniors, AI tools and cross-functional discussions helped me a lot in trying to come up with new solutions, reduce the time complexity and increase the overall effectiveness of my work as well. So, this is how I, we are trying to deliver our deliverables on a day-to-day basis.\n\n', 'I approach unconventional situations with a positive mindset and am eager to share the steps I take. \n\nFirst, I actively seek guidance from senior developers, who offer valuable suggestions and improvements that greatly enhance my work. Next, I engage in cross-functional discussions, reaching out to various teams to gather insights based on their understanding of SRD or HMI specifications. This collaborative approach significantly improves our outcomes. Additionally, I utilize AI tools to boost efficiency, helping to reduce time complexity and integrate solutions effectively. By combining all inputs and tools, I aim to create innovative solutions that provide the best user experience. \n\nThrough these steps, I successfully manage deliverables, overcome challenges, and ensure positive results. Adapting and innovating are essential components of this process.', '6', 'Vishwas explains his approach to unconventional situations by seeking guidance from senior developers, engaging in cross-functional discussions, and using AI tools to improve efficiency. However, his response could benefit from a clearer structure and more specific examples of how these strategies have led to successful outcomes. The benchmark response provides a step-by-step approach that Vishwas could emulate to better articulate the process of overcoming challenges and forging new directions. Additionally, mentioning the outcomes of these actions and how they contributed to project success would strengthen his response.'),
(651, 105, 41, 470, 116, 'Before we conclude, do you have any questions or is there anything else you would like to discuss regarding the role or the interview process?', 'This was a very interesting and one of the best interviews I have given till date. I thank you wholeheartedly from my heart for giving me and posing me some of the challenging questions. This has to be rated as one of the best interviews up till date. Regarding Royal Enfield and the HMI domain which they have in their company, I am looking forward to explore and being part of a dynamic team and ready to contribute with my Android experience as well. Thank you for the opportunity and trying to come up with very challenging and responsive questions. I hope my responses are also intact and in path on the right radar. Please come back with a suitable timeline and feedback to ensure that I also get intact with the Royal Enfield HMI team. I am very excited to start this new opportunity with an enhanced OEM. Overall, that\'s it. That\'s the only thing I had to tell from my end. Thank you.\n\n', 'I am truly grateful for this opportunity and have found this interview to be both interesting and insightful. Thank you for the thought-provoking questions.\n\nI am eager to learn more about the role and the HMI domain at Royal Enfield, and I am excited to explore how my Android experience can contribute to the team.\n\nI have a few questions:\n1. Could you describe the team I would be working with? Is it a collaborative environment?\n2. Can you provide insight into the upcoming projects and priorities?\n3. I would like to know how feedback and performance evaluations are conducted.\n\nI am enthusiastic about the possibility of joining Royal Enfield and look forward to your feedback and the next steps. Thank you once again for this engaging interview.', '4', 'Vishwas expresses gratitude for the interview and enthusiasm about the opportunity with Royal Enfield. His response is positive and appreciative, but it lacks specific questions about the role or the interview process, which could demonstrate his interest in the position and the company. The benchmark response provides examples of relevant questions that a candidate might ask, showing a proactive approach to understanding the role and the company\'s expectations. Vishwas could improve his response by asking targeted questions that reflect his interest in the team dynamics, project roadmap, and feedback process at Royal Enfield.'),
(652, 117, 60, 381, 91, 'Hello Rajat,\nI\'m Avi, your interviewer from Royal Enfield. It\'s wonderful to have you here! As an autonomous AI bot, I\'m excited to explore the possibility of you joining our team. I apologize in advance for any lag during our conversation; I\'m constantly learning and improving. How has your day been?', 'Hello Avi. My day was good. How are you? So this is Ajit Dogra. I\'m also not able to hear the audio, so I\'ll be just checking the transcript. Thank you.\n\n', 'Hello Avi, it\'s a pleasure to meet you! My day has been quite productive, thank you for asking. How are you doing today? I\'m really looking forward to our conversation and eager to discuss how I can contribute to the exciting projects at Royal Enfield.', '4', 'Rajat\'s response was polite and acknowledged the interviewer, but it lacked the enthusiasm and engagement that the benchmark response demonstrated. He did not express eagerness for the interview or provide any information about his current state of mind regarding the opportunity, which could have set a positive tone for the conversation.'),
(653, 117, 60, 381, 91, 'I\'m glad to hear your day was good, Ajit. I\'m functioning well, thank you. It seems there might be an issue with the audio on your end. We have an interview scheduled now; are you able to proceed using the transcript?', 'Hi Avi. Yeah, so yeah, I\'ll proceed with the transcript itself. Thank you for asking. And the name is Rajat. Thank you.\n\n', 'Hi Avi, I can definitely move forward using the transcript. Thank you for being so accommodating! Just to clarify, my name is [Your Name], and I\'m ready to get started whenever you are.', '6', 'Rajat\'s response was clear and confirmed his ability to proceed with the interview using the transcript, which is good. However, he missed the opportunity to show readiness and eagerness to start the interview, which was present in the benchmark response. Additionally, he had to correct the interviewer on his name, which he did politely.'),
(654, 117, 60, 381, 91, 'Hello Rajat, I\'m pleased to meet you. I represent Royal Enfield, the oldest motorcycle brand in continuous production, known for our Pure Motorcycling approach and a range of premium bikes. Today, we\'re looking for an HMI Developer to own end-to-end development, customize Android for specific hardware, and optimize system performance, among other responsibilities. With your 4+ years of experience in Java/Kotlin and Android development, we\'re keen to discuss how you can fit this role. Are you okay with proceeding to discuss your fit for this job role?', 'Yes Avi, we can discuss the further things to check if I am a fit for the role.\n', 'I am excited to share how my background and experience in Java, Kotlin, and Android development align seamlessly with the responsibilities of the HMI Developer role at Royal Enfield. Let’s explore this together!', '6', 'Rajat\'s response was affirmative and indicated his willingness to proceed, which is positive. However, his reply lacked the enthusiasm and detail found in the benchmark response. He could have expressed excitement about the opportunity and briefly mentioned his relevant experience to show a proactive attitude towards the role.'),
(655, 117, 60, 381, 91, 'Can you briefly introduce yourself and a bit about your professional experience? Also would be great to know what is not already in your CV or LinkedIn profile.', 'Yes, so I\'ll brief about myself. So my name is Rajat Dogra. And I\'m currently working with TCS for the past 5.6 years. And I\'ve been working in an automotive domain on the tech on the Android tech. So all my experience all 5.6 years is in Android development as an HMI developer itself. So my roles and responsibilities, various roles and responsibilities starting from a fresher to till date, where studying the specifications, understanding the client requirements and then developing the required software that is the applications for our clients. So our client is currently Nissan. So I\'m working for Nissan applications. So I previously worked on various applications such as home, home application, then connection manager application and, and control panel applications, which basically controls the brightness and contrast of the screen. And then currently, my biggest project till now is the software update, FOTA. So where I have been working on the software update of the IVI system through air for through firmware over the air or USB. So this is my experience. And I am also very good at understanding the client requirements, especially our clients being the Japanese clients. So they are very tedious and they have eye for detail. So everything needs to be perfect in this in that case. So I\'ve been working for Android applications for the past five or six years.\n', 'My name is Avi, and I have over four years of experience in Android development, primarily using Java and Kotlin. I have been working with Tata Consultancy Services (TCS) for the past few years, focusing on the automotive domain. My work has involved developing In-Vehicle Infotainment (IVI) applications for clients like Nissan.\n\nThroughout my career, I have taken on various roles, from understanding client specifications to developing and deploying applications. Some of the key projects I have worked on include home applications, connection manager applications, and control panel applications that manage screen brightness and contrast. One of my significant projects was the software update system (FOTA), where I contributed to updating the IVI system firmware over the air or via USB.\n\nBeyond what is on my CV, I have a strong ability to understand and meet client requirements, particularly with clients who have a meticulous eye for detail, such as our Japanese clients. This experience has honed my skills in delivering precise and high-quality software solutions. Additionally, I am passionate about continuous learning and staying updated with the latest developments in Android and automotive technologies.', '6', 'Rajat provided a detailed account of his professional experience, highlighting his tenure at TCS and his work on Android development for automotive clients, specifically mentioning his projects and client focus. However, his response could have been more concise and could have included unique personal insights or experiences that are not present in his CV or LinkedIn profile, as requested. The benchmark response offers a more structured overview and includes additional personal attributes that add depth to the candidate\'s profile.'),
(656, 117, 60, 381, 91, 'Please could you elaborate on your experience with Android Platform Development, specifically in the context of the Android IVI applications you developed at Tata Consultancy Services?', 'Yes, so we have been working in Android, we are currently on Android 12 and we are going to also migrate to Android 14 shortly. And I\'ve been working on the development ID is Android Studio currently and my main feature on which I work is software update. So basically what happens in software update is there will be an update pushed from the framework side and the software needs to be updated at the IVI basically the IVI needs to update. So what happens is when we receive a request that an update is available, so my responsibility was to show the timely notifications to the user along with some screens, activities and fragments that are displayed when the update is available. So there\'s an extensive menu which we can navigate and select what kind of update we need to perform and based on those values, we proceed further for the updates that needs to be installed to the IVI system. So how it works is basically the framework sends the callback and we consume those APIs in our application using an abstraction layer. And based on those values, it is my role to update the UI and do the backend tasks related to the UI components such as the progress bar, the buttons, the text and the animations. So that\'s how I\'ve been working in the HMI development for the past five plus years.\n', 'At Tata Consultancy Services, my work in Android platform development has primarily focused on In-Vehicle Infotainment (IVI) applications. Currently, we are utilizing Android 12 and planning to migrate to Android 14 soon. My main responsibility has been the software update module, which is essential for keeping the IVI system up to date.\n\nIn this role, I oversee the entire software update process. When an update is initiated from the framework side, I manage both the user interface and backend tasks to ensure a smooth update experience. This includes providing timely notifications to users and creating screens, activities, and fragments that guide them through the update process.\n\nThe framework sends a callback, and we utilize these APIs in our application through an abstraction layer. Based on the data received, I update UI components such as progress bars, buttons, text, and animations. This ensures that users are well-informed and that the update process is seamless. My experience in this area has given me a comprehensive understanding of both the front-end and back-end aspects of Android platform development, particularly within the automotive context.', '8', 'Rajat\'s response provided a clear explanation of his experience with Android platform development, particularly his work on the software update feature for IVI systems. He described his role in handling updates, UI components, and backend tasks. However, his response could have been enhanced by mentioning the impact of his work on the overall project or user experience, as well as any specific challenges he overcame, which the benchmark response includes.');
INSERT INTO `bot_questionwise` (`id`, `botInterviewId`, `candidateId`, `resumeId`, `screeningId`, `question`, `response`, `benchmark_response`, `score`, `feedback`) VALUES
(657, 117, 60, 381, 91, 'I noticed on your resume that you\'ve worked extensively with User Interface Development for Android. Could you please share a particular challenge you faced while designing system-level UI elements and how you overcame it?', 'Yes, I have worked on the user interfaces. So I\'ll take an example where I face challenges to update the UI based on the requirement. So what happens is, there is a progress bar. So we need to implement a progress bar, where it should on a particular screen, okay, which also has a back button. So what happens is when the progress bar is set, we receive the values in our dynamic XML. So based on those XML, we can identify that what will be the installation time and what will be the download time and what will be the activation time. So for example, there\'s an installation time given. So I need now I need to run that seek bar, progress bar, sorry, based on the time given to me, and that progress bar should continue, okay. So now suppose if the progress bar is set for suppose the installation time is given as two minutes, okay, so now my progress bar should complete till 0 to 100 in two minutes. Okay, now what happens is now if we press the back button, the pro since our fragment will go to the on stop state, since the fragment is not visible to the user. So what will happen is the progress bar will stop at that point, okay. So we are so to progress bar will stop and when we resume again, it would have stopped and it will start from the starting point based since we have started the progress bar for the time two minutes, okay, so if so to handle this challenge, what I have done was I had used the countdown timer provided by the Android Android development itself. So using countdown timer, I had to calculate basically, that now the progress bar has run for out of two minutes, if it has run for one minute, I will need to calculate one minute and when I press the back button, so how long based on the system time, so I have to write the logic for how long the user was not present at that screen after pressing the back button. So I need to add that one minute plus the time the user was not present on that particular fragment, okay, fragments, so in that case, particular fragments, so when the user resumes the fragment again, and basically in the on resume state of that fragment, I had to start my countdown timer from the point after calculating such values, like the user had already run the progress bar for one minute. And then he had gone out of that screen for 20 seconds, suppose so I had to write the logic to add that 20 seconds to that one minute and then resume the progress bar from that particular state like one minute 20 seconds. So the next time the user visits that particular fragment, I will be starting that my progress bar from one minute 20 seconds so that it would give the effect that the progress bar was running in the background. So that is the challenge I had faced and this is how I tackled it.\n', 'One particular challenge I faced while designing system-level UI elements was implementing a progress bar that needed to maintain its state even when the user navigated away from the screen. The scenario involved a progress bar displaying the installation time for a software update. For instance, if the installation time was set to two minutes, the progress bar needed to fill from 0 to 100% within that timeframe. However, if the user pressed the back button, the fragment containing the progress bar would enter the onStop state, causing the progress bar to halt.\n\nTo overcome this, I utilized the `CountDownTimer` provided by Android. I implemented logic to calculate the elapsed time and the remaining time whenever the user navigated away from and back to the fragment. Here\'s how I approached it:\n\n1. **Track Elapsed Time:** When the progress bar started, I tracked the elapsed time using the `CountDownTimer`. For example, if the progress bar ran for one minute before the user pressed the back button, I recorded that one minute.\n\n2. **Handle Fragment Lifecycle:** When the fragment entered the onStop state, I recorded the system time to capture how long the user was away from the screen.\n\n3. **Resume Progress Bar:** Upon returning to the fragment (onResume state), I calculated the total elapsed time by adding the time the user was away to the previously recorded elapsed time. For example, if the user was away for 20 seconds, I added that to the one minute, resulting in one minute and 20 seconds.\n\n4. **Continue Progress Bar:** I then resumed the progress bar from the calculated time, ensuring it continued smoothly from where it left off.\n\nThis approach ensured that the progress bar appeared to run continuously, providing a seamless user experience even when navigating away from the screen. It was a challenging task, but it significantly improved the application\'s usability and reliability.', '7', 'Rajat\'s response provided a detailed account of a specific UI challenge he faced and the steps he took to resolve it, which shows his problem-solving skills and technical knowledge. However, his explanation was somewhat lengthy and could have been more structured for clarity. The benchmark response is more concise and clearly outlines the challenge, the approach, and the solution, which would have been more effective in demonstrating Rajat\'s capabilities to the interviewer.'),
(658, 117, 60, 381, 91, 'Performance optimization is crucial in Android systems. Can you please describe a time when you successfully optimized an Android application for better battery life or processing efficiency?', 'Yes, I have done performance optimizations and the processing efficiency. So I\'ll give you an example. Suppose my application has 40 fragments, okay, so out of 40 fragments, there are 10 fragments that are consuming a similar kind of template. Okay, so with a title with the description and progress bar or buttons, whatever. So so out of 40, suppose 10 fragments had the similar templates. So what I have, I had done to optimize the performance and also processing efficiency was I combined all these 10 fragments into one. So since the template was common, I could use that to combine 10 fragments together instead of creating 10 different fragments, I had only created one fragment and written all the UI related logic inside that my view fragment. And also we can, I\'ve also used Android profiler to memory consumption to check the memory consumption and the processes that are taking more more time to run and complete so that I can optimize it so that it does not go into ANR that is Android not application not responding state. So such things I have done using services.\n', 'Performance optimization is a vital aspect of Android development. In one project, I successfully enhanced an application\'s processing efficiency by consolidating similar fragments to reduce redundancy and improve memory usage.\n\nInitially, my application had around 40 fragments, with 10 of them sharing a common template that included a title, description, progress bar, and buttons. To optimize performance, I merged these 10 fragments into a single one. This approach eliminated the overhead associated with creating and managing multiple fragments that had similar layouts and logic.\n\nHere’s how I approached it:\n\n1. **Consolidation of Fragments:** Instead of maintaining 10 separate fragments, I created a single fragment that encapsulated the shared UI logic. This reduced the number of fragments and simplified the codebase.\n\n2. **Dynamic Content Handling:** I utilized arguments and dynamic content handling within the single fragment to display the appropriate content based on specific use cases. This ensured that the fragment could adapt to various scenarios while maintaining a consistent structure.\n\n3. **Memory Profiling:** I employed Android Profiler to monitor memory consumption and identify processes that were using excessive resources. By analyzing the profiler data, I pinpointed areas that required optimization.\n\n4. **Optimization Techniques:** I implemented several optimization techniques, such as efficient use of background threads, minimizing heavy operations on the main thread, and optimizing layouts to reduce rendering time.\n\nThese optimizations not only improved processing efficiency but also enhanced the overall performance of the application, preventing it from entering the ANR (Application Not Responding) state. This approach significantly contributed to a smoother user experience and better resource management.', '7', 'Rajat\'s response indicates that he has experience with performance optimization, specifically mentioning the consolidation of similar fragments to improve efficiency. However, his response could benefit from a more structured explanation and the inclusion of specific results or metrics that demonstrate the impact of his optimizations. The benchmark response provides a clearer and more detailed step-by-step approach to optimization, which would have better showcased Rajat\'s expertise in this area.'),
(659, 117, 60, 381, 91, 'Given the importance of security, could you please talk about a project where you implemented Android Security Best Practices and what compliance standards you had to meet?', 'Yes, so for security, the basic thing that we follow as a coding guideline in our projects is using encapsulation, an object oriented programming concept. So basically, we create a public class and all the data members and the methods, getters and setters are defined in it. And based on the values required, we use those getters and setters to set the values to the particular data members. So that is one way to enhance security. And another way I have implemented in our feature is for the communication between the business logic and the platform. So to enhance the security, we have used an abstraction layer between the business logic and our platform from which the values or the callbacks or the API callbacks are fetched for the HMI application. So that abstraction layer works as an additional security layer for our application.\n', 'Security is a top priority in Android development, and I have had the opportunity to implement several best practices in this area. One significant project involved ensuring secure communication and data handling within an IVI application.\n\nHere are some of the key security measures I implemented:\n\n1. **Encapsulation:** We adhered to object-oriented programming principles, particularly encapsulation. By defining public classes and using private data members with getters and setters, we ensured that data was accessed and modified in a controlled manner. This approach helped prevent unauthorized access and modifications.\n\n2. **Abstraction Layer:** To enhance security between the business logic and the platform, we introduced an abstraction layer. This layer acted as a mediator, handling API callbacks and data exchanges securely. By doing so, we added an extra layer of protection, ensuring that sensitive data and operations were not directly exposed.\n\n3. **Secure Communication:** For secure communication, we utilized encryption protocols such as HTTPS for data transmission. This ensured that any data exchanged between the application and the server was encrypted and protected from potential eavesdropping or tampering.\n\n4. **Compliance Standards:** We followed industry-standard security guidelines and compliance standards, such as the OWASP Mobile Security Project guidelines, to identify and mitigate potential security vulnerabilities. This included secure coding practices, input validation, and regular security audits.\n\n5. **Permissions and Authentication:** We implemented strict permission checks and authentication mechanisms to ensure that only authorized users and processes could access sensitive features and data within the application.\n\nThese practices collectively contributed to a robust security framework for our IVI application, safeguarding user data and ensuring compliance with industry standards. By prioritizing security at every stage of development, we were able to deliver a secure and reliable product to our clients.', '6', 'Rajat\'s response touches on the use of encapsulation and abstraction layers to enhance security, which are relevant practices. However, he could have provided more detail on specific security standards or compliance requirements that were met during the project. The benchmark response offers a comprehensive overview of security measures, including encryption, compliance standards, and permissions, which would have demonstrated a deeper understanding of security best practices in Android development.'),
(660, 117, 60, 381, 91, 'Collaboration and communication are key in cross-functional teams. Can you please provide an example of how you\'ve effectively communicated technical concepts to non-technical stakeholders?', 'Yes, so during the client communications or the client meetings that are happening with our on-site that is the Japanese clients. So some of the members are non-technical stakeholders. So based on that, they cannot understand the complex technical details. So for that, I have also created an architecture diagram for graphical representations or along with the sequence diagrams to explain the flow of how the communication is happening between the HMI and the framework and along with simple minor explanations to them like what happens. For example, suppose a USB is plugged into the system. So what is happening behind the system that client does not need to know like what is what we are doing at the back end to read that USB mount and unmount intents. So that the client does not need to know. So based on using simple graphical representations such as architecture diagrams and sequence diagrams, we can just make components such as USBs plug and after the USBs plug the package is read and based on that HMI is performing updates from the after fetching the values from the USB. So in such cases, graphical representation helps a lot to explain to the non-technical stakeholders.\n', 'Effective communication with non-technical stakeholders is crucial, especially in cross-functional teams. In my experience, I had to explain the technical aspects of an IVI system update process to non-technical members of our client team. \n\nDuring client meetings, particularly with our Japanese clients, some stakeholders did not have a technical background. To bridge this gap, I employed several strategies:\n\n1. **Graphical Representations:** I created architecture and sequence diagrams to visually illustrate the flow of communication between the HMI and the framework. These diagrams simplified complex processes, making it easier for non-technical stakeholders to grasp the overall system architecture.\n\n2. **Simplified Explanations:** I broke down technical concepts into simpler terms. For example, when explaining the process of a USB being plugged into the system, I avoided technical jargon and described it straightforwardly: \"When a USB is plugged in, the system detects it, reads the data, and then updates the HMI based on that data.\"\n\n3. **Focus on Key Components:** I highlighted the key components and their roles without delving into intricate backend details. For instance, I explained that the USB plug-in triggers a series of actions that ultimately lead to the HMI performing updates, without going into specifics about intents and backend processes.\n\n4. **Analogies and Metaphors:** I sometimes used analogies to make technical concepts more relatable. For example, I compared the update process to a library system where books (data) are checked out (read) and returned (updated) in an organized manner.\n\nThese approaches ensured that non-technical stakeholders understood the essential aspects of the project, enabling more effective collaboration and decision-making. By tailoring my communication to the audience\'s level of understanding, I was able to convey technical concepts clearly and build stronger working relationships.', '7', 'Rajat\'s response shows that he understands the importance of using visual aids like architecture and sequence diagrams to communicate with non-technical stakeholders. He provides a practical example of how he simplified technical details for client meetings. However, his response could have been enhanced by mentioning additional communication techniques such as analogies or metaphors, as seen in the benchmark response, which can be particularly effective in making complex concepts more accessible.'),
(661, 117, 60, 381, 91, 'In your role, how have you approached writing maintainable and scalable Java or Kotlin code for Android applications?', 'Okay, so basically, I have also defined a set of coding guidelines, and which is followed by my team currently. So which includes writing clean code, and defining the variable name in a certain manner, and throughout the whole, throughout the whole application, so that it remains consistent. And then checking the complexity of the methods, suppose, in Android Studio, we can easily check the complexity of the methods using easy plugins, which is one of the plugin is a code complexity in Android. So we can using that we can easily check the complexities of every method. So it should be what do you say? It should be kept in mind that the complexities of a particular method should not exceed 10. So basically, a cyclomatic complexity refers to the number of complex refers to the complexity of the loops present inside a method. Suppose there is a particular requirement where you are receiving an intent and based on that intent, a broadcast receiver is defined in a method scope. And that broadcast that intent has many actions, suppose four to five actions. So instead of using if else loops that may increase the complex cyclomatic complexity of the methods, we can simply use a switch case to optimize our code and maintain it for the further users. So such guidelines are set within the team to write a clean and maintainable code. And also not to create many variables unnecessarily also to clean up the code and not leave anything commented and also provide commenting to each and every methods or for basically which is called as Java doc. So since I\'m coding in Java for Android, so we use Java doc to provide the functionality of each and every method and what it\'s it is doing. Other than that, there are also many other coding guidelines we follow. So some are our own defined and some are provided by the client. So we need to follow that to the letter.\n', 'Writing maintainable and scalable code is essential for the long-term success of any project. In my role, I have implemented several practices to ensure that our Java and Kotlin code for Android applications remains clean, maintainable, and scalable.\n\n1. **Coding Guidelines:** I have established a set of coding guidelines for my team to follow. These guidelines include naming conventions for variables and methods, which help maintain consistency throughout the application. Consistent naming enhances code comprehension and makes it easier for new team members to get up to speed.\n\n2. **Code Complexity Management:** We utilize tools like Android Studio\'s code complexity plugins to monitor the cyclomatic complexity of our methods. By keeping the complexity below a certain threshold (e.g., 10), we ensure that our methods remain simple and easy to understand. For example, instead of using multiple if-else statements, we prefer switch-case statements to handle multiple conditions, which helps reduce complexity.\n\n3. **Clean Code Practices:** We prioritize writing clean code by avoiding unnecessary variables and ensuring that our code is free of commented-out sections. Each method and class is well-documented using JavaDoc, which explains its purpose and functionality. This documentation is invaluable for future maintenance and for any developers who may work on the code later.\n\n4. **Modular Design:** We design our applications in a modular way, breaking down functionality into smaller, reusable components. This approach not only makes the code more manageable but also allows us to scale the application more easily by adding new features without affecting existing ones.\n\n5. **Code Reviews:** Regular code reviews are an integral part of our development process. These reviews help identify potential issues early and ensure that the code adheres to our established guidelines. They also foster a culture of continuous improvement and knowledge sharing within the team.\n\n6. **Client-Specific Guidelines:** In addition to our internal guidelines, we adhere to any coding standards provided by our clients. This ensures that our code meets their specific requirements and expectations.\n\nBy following these practices, we ensure that our codebase remains robust, maintainable, and scalable, facilitating easier updates and enhancements in the future.', '7', 'Rajat\'s response indicates that he has a clear understanding of the importance of coding guidelines and clean code practices. He mentions specific strategies such as using consistent naming conventions, managing code complexity, and documenting code with JavaDoc. However, his answer could be improved by providing a more structured approach to these practices and by mentioning additional strategies such as modular design and regular code reviews, which are highlighted in the benchmark response.'),
(662, 117, 60, 381, 91, 'Please describe your experience with setting up CI/CD pipelines for Android projects. How did this improve the development process at your previous job?', 'okay so for setting up the CI-CD pipelines basically there is another team in TCS so I have not got a much exposure to set the CI-CD pipelines myself but since it is a compulsory that we pass our pipeline before the code is delivered to the client so the pipeline consists of the build jobs basically the build jobs should pass in all variants that are created and then after that comes the sonar lint check and check styles and the sonar cubes after that and there is an unit test tech so all these checks should pass to pass the whole pipeline before delivering the code otherwise the code itself won\'t merge into the main repository so that is how so how this improves the development is that if you are committing a code that has certain sonar lints and certain textiles the pipeline and the pipeline will basically fail and a fail pipeline cannot be merged into a master repository so every time that the pipeline fails the developers are supposed to check it and check what is the issue and they need to fix it so that a clean and a good bug free code is delivered to the client so that\'s how we make use of the CI-CD pipelines\n', 'Avi, although I haven\'t personally set up CI/CD pipelines, I have significant experience working within a CI/CD environment, which has greatly improved our development process. At TCS, we have a dedicated team responsible for establishing and maintaining our CI/CD pipelines. As a developer, I frequently interact with these pipelines and value their role in ensuring code quality and efficiency. Here’s an overview of how the CI/CD pipeline process works and the benefits it brings to our development:\n\n1. **Build Jobs:** Our CI/CD pipeline includes build jobs that compile the code for all application variants, ensuring it is correctly built and ready for deployment across different environments.\n\n2. **Static Code Analysis:** We integrate tools like SonarLint and Checkstyle into the pipeline for static code analysis. These tools help identify code smells, potential bugs, and adherence to coding standards. If any issues are detected, the pipeline fails, requiring the developer to resolve them before proceeding.\n\n3. **SonarQube:** We utilize SonarQube for a more in-depth code quality analysis, providing detailed insights into code coverage, duplications, and complexity. Meeting the quality gates set in SonarQube is essential for the pipeline to pass.\n\n4. **Unit Testing:** The pipeline also runs unit tests to verify that the code behaves as expected. All tests must pass for the pipeline to succeed, ensuring that new changes do not introduce regressions.\n\n5. **Automated Checks:** By automating these checks, the CI/CD pipeline helps catch issues early in the development process, reducing the likelihood of bugs reaching production and ensuring that the codebase remains stable and maintainable.\n\n6. **Feedback Loop:** The CI/CD pipeline provides immediate feedback to developers. If the pipeline fails, developers are notified and can quickly address the issues. This rapid feedback loop helps maintain high code quality standards and accelerates the development process.\n\n7. **Code Integration:** Only code that passes all stages of the CI/CD pipeline is allowed to merge into the main repository, ensuring that the main codebase remains clean, reliable, and ready for deployment.\n\nBy leveraging CI/CD pipelines, we have automated many aspects of the development process, leading to more efficient workflows, higher code quality, and faster delivery times. This has been crucial in maintaining a robust and scalable codebase.', '4', 'Rajat\'s response indicates a basic understanding of CI/CD pipelines and their role in the development process. He acknowledges that he has not been directly involved in setting them up but is aware of the importance of passing the pipeline checks before code delivery. His response could be improved by discussing the benefits of CI/CD pipelines in more detail, such as how they contribute to code quality and efficiency. The benchmark response provides a comprehensive view of how CI/CD pipelines function and their impact on the development process, which would have demonstrated a deeper understanding of the subject.'),
(663, 117, 60, 381, 91, 'Can you please share your experience with AOSP or AAOS, particularly any challenges you faced during development or customization of the Android platform?', 'I have not worked much on the customization of Android platform. I have sure I have worked with certain AOSP APIs like ConnectivityManager.networkCallback to handle the Wi-Fi, Ethernet and the cellular connections at my application end. Since it is firmware over the air, we need to check this and handle this at our end. So other than that, I have not used AAOS particularly. And yes, majorly I have worked with AOSP APIs that the Android provides and not on the customization of the Android platform. Sure that is included, but for that a separate team is there which works full time on those things along with the help of Google.\n', 'Avi, my primary focus has been on developing applications using AOSP APIs, and I have also gained valuable experience with the Android platform, particularly in connectivity and network management.\n\nOne of the key areas I worked on involved utilizing AOSP APIs such as `ConnectivityManager.NetworkCallback` to manage Wi-Fi, Ethernet, and cellular connections within our application. This was crucial for our firmware-over-the-air (FOTA) updates, where maintaining a stable and secure connection is essential.\n\nHere are some challenges I faced and how I addressed them:\n\n1. **Network Management:** Ensuring seamless transitions between different types of network connections (Wi-Fi, Ethernet, cellular) was challenging. I used `ConnectivityManager.NetworkCallback` to monitor network changes and facilitate smooth transitions. This required developing robust logic to detect network availability and switch connections without interrupting the update process.\n\n2. **Handling Network Failures:** Another challenge was managing network failures during critical operations like FOTA updates. To address this, I implemented retry mechanisms and fallback strategies to ensure that the update process could recover from interruptions and continue once the network was restored.\n\n3. **API Limitations:** Working with AOSP APIs sometimes involved dealing with limitations or a lack of direct support for certain features. In such cases, I collaborated with the platform team to find workarounds or extend functionality as needed.\n\n4. **Testing and Debugging:** Testing network-related features can be complex due to the variability in network conditions. I established various test scenarios to simulate different network environments and used extensive logging to effectively debug issues.\n\nWhile I haven\'t worked extensively on customizing the Android platform itself, my experience with AOSP APIs has provided me with a solid understanding of how to leverage these APIs for building robust and reliable applications. Collaboration with the platform team has also been crucial in addressing any challenges that arise during development.', '4', 'Rajat\'s response indicates limited experience with AOSP and no experience with AAOS, focusing mainly on his work with AOSP APIs for connectivity management. He acknowledges not having worked on Android platform customization and mentions the existence of a specialized team for that purpose. To improve, Rajat could have discussed any specific challenges he faced while working with AOSP APIs and how he overcame them. The benchmark response provides a more detailed account of challenges and solutions in working with AOSP, which would have demonstrated problem-solving skills and a deeper engagement with the platform.'),
(664, 117, 60, 381, 91, 'Considering your familiarity with cloud platforms and containerization, could you please discuss how you have integrated these technologies into your Android development workflow?', 'In my application I have not particularly used any cloud platforms and containerization so because our application itself does not have a database since we work in real time so all the values API callbacks that we receive from framework side we need to act on it immediately so I don\'t have much of the experience working with cloud platforms sorry\n', 'While my primary focus has been on Android development, I haven\'t yet had the opportunity to directly incorporate cloud platforms or containerization into my workflow. However, I can share some insights on how these technologies could be beneficial in the context of Android development.\n\nCloud platforms, although not essential for my current projects, offer significant advantages. They can provide backend services, data storage, and real-time data synchronization. For instance, Firebase can enhance Android applications by offering real-time database services, authentication, and cloud messaging.\n\nContainerization, using tools like Docker, can simplify the development and deployment process. It helps create consistent development environments, making it easier to manage dependencies and configurations. This is particularly useful for setting up CI/CD pipelines, ensuring that applications perform reliably across various stages of development and deployment.\n\nIf given the chance, I would explore integrating cloud platforms for user data storage, managing authentication, and enabling real-time features. Additionally, I would utilize containerization to create isolated testing environments, improving the reliability and reproducibility of tests.\n\nAlthough I haven\'t had hands-on experience with these technologies in my current role, I am eager to learn and adapt them to enhance the development process. My background in Android development has equipped me with the skills to quickly learn new technologies and integrate them effectively into my workflow.', '2', 'Rajat\'s response indicates that he has not used cloud platforms or containerization in his Android development workflow, which is a missed opportunity to demonstrate knowledge in these areas. His response could have been improved by expressing a willingness to learn and potential use cases for these technologies, even if he hasn\'t had direct experience. The benchmark response provides a hypothetical approach to how these technologies could be integrated and the benefits they could bring, showing a proactive and forward-thinking mindset.'),
(665, 117, 60, 381, 91, 'Android Development Tools like Android Studio, ADB, and Gradle are essential. Can you please describe a complex problem you solved using these tools?', 'So, uh, yes, I have used Android. I am currently using Android studio and ADB commands as well. And the Gradle, uh, since my application is a Gradle based application, so, uh, and, uh, all the required dependencies, uh, that are, uh, uh, required to run the components of an application are obviously defined in the Gradle. So I\'ll give you examples where I solve, uh, the problems related to a few of these things. So, uh, first I\'ll just talk about, uh, the Gradle. So, uh, we were required to do some, uh, UI level testing. So which would, uh, compare our components with the actual screens provided by the client. And so for that, uh, we had introduced, uh, the screenshot testing. So we basically for that, we need to involve, uh, uh, Facebook library, uh, Facebook, uh, library in our Gradle, uh, and also a Maven local Maven repository. So using that, we can do a screenshot testing, which will directly compare our developed screen from the emulator, uh, from the emulator to the, uh, screen, the reference screen provided by the, uh, client requirement. So, uh, that\'s one example and using ADB commands, uh, I have in, um, in the start, the challenges that I faced was like our application needs to be tested on hardware majorly. So hardware, our hardware is basically an IVI system itself, along with the screen, uh, which is tested on which the applications are installed and tested. So now every time, uh, some development is done, a minor changes are done in the Android studio. Uh, we cannot directly, you, uh, test it on the hardware since it, it is not readily available always. Okay. So, and, uh, to, uh, but, but our application, since my application requires, uh, callbacks, so I had to mock the commands, uh, using JSON. So based on which I would mock the command and give it through ADB shell and, uh, using ADB shell, I\'ll give those more commands to run the application on my, uh, emulator that is created, that is created by the Android studio itself. Uh, so that is how some of the challenges I have solved. And this, the challenge was for testing. So how could we test our developed, uh, code, uh, instantly. So, uh, by using the mock ADB commands, uh, and replicating the signals sent by the framework, um, I was able to test it, uh, readily.\n', 'Avi, Android development tools such as Android Studio, ADB, and Gradle are crucial for efficient and effective development. Let me share a complex problem I solved using these tools.\n\nOne challenge we encountered was ensuring our UI components aligned with the client\'s specifications. To tackle this, we implemented screenshot testing using a library from Facebook. This involved configuring our Gradle build script to include the necessary dependencies and a local Maven repository. By integrating this library, we could automatically compare screenshots of our developed screens with the reference screens provided by the client. This streamlined our UI testing process and ensured visual consistency.\n\nOur application also needed to be tested on actual IVI hardware, which wasn\'t always readily available. To address this, I utilized ADB commands to simulate the necessary callbacks and signals. I created JSON files to mimic the commands and used ADB shell to input these mock commands into the emulator. This approach allowed us to replicate the hardware environment and thoroughly test our application within Android Studio. As a result, we could validate our changes and ensure they functioned as expected before deploying to the actual hardware.\n\nThe combination of these tools enabled us to establish an efficient testing workflow. By using ADB to simulate commands and Gradle to manage dependencies, we could quickly iterate on our development and testing cycles. This not only saved time but also enhanced the reliability of our application by identifying issues early in the development process.\n\nThese tools have been invaluable in addressing complex challenges and ensuring the quality and consistency of our Android applications. By effectively leveraging Android Studio, ADB, and Gradle, we were able to streamline our development process and deliver high-quality software to our clients.', '7', 'Rajat\'s response demonstrates his familiarity with Android Studio, ADB, and Gradle, and he provides a specific example of how he used these tools to implement screenshot testing. He also describes how he used ADB to mock commands for testing purposes. However, his explanation could be more structured and concise, focusing on the problem-solving aspect. The benchmark response offers a clearer and more detailed explanation of how the tools were used to solve specific problems, which would have better highlighted Rajat\'s technical problem-solving skills.'),
(666, 117, 60, 381, 91, 'Now, let\'s consider a hypothetical scenario: Imagine you have developed a feature for an Android IVI application, but it\'s causing the system to crash intermittently. How would you approach diagnosing and resolving this issue?', 'okay so as per the hypothetical situation as and crash is observed in the system so it may be any kind of issue maybe an exception maybe an inner maybe or anything it can be anything okay so first of all the practice we follow to debug in to F to efficiently debug this code is basically we apply logs so there are basically basically many types of logs that is verbose level logs information level logs debug level logs and error level logs so all these logs we use in our application and everywhere the application can throw an error okay so first of all I\'ll go to my lock at in the Android studio and I\'ll just search where the flow actually crashed on my emulator emulator or hardware anything anyway so first of all I\'ll check for the logs where it crash suppose on screen one pressing on a button one the application crashed okay so now I\'ll check after pressing of the button one what what has happened such that the application is crashing so for example the button the view of the button may not have been in initialized by using data binding or a fine view by ID so so because of that the application may get crashed when I click on that button so I\'ll just go through the logs first so I\'ll see the last log that is printed in my locket and after which it has been printed so after once I find my error I\'ll I\'ll try to check I\'ll try to check around my code like what has gone wrong there and if it\'s an obvious silly mistake it can be resolved then and there but if it\'s an complex issue then we need to create some POC\'s of similar kind on a smaller scale of applications to test that why it is going wrong so in after if if I am not able to find it in my locket like in the locket sometimes the values are missed as it goes very fast and so the next step what I would do is I would apply a debugger attach a debugger to my application so now I will attach a debugger to my application and I\'ll take it to the point where the crash has happened and then click on the button again and the debugger will start reflecting in my Android studio so now I\'ll press f8 or step over or step into anything in the debugger to go step by step inside my flow of the code methods and methods inside methods and whatever may cause the crash so with that I will come to know that the what values are being fed suppose it\'s a null pointer exception so I know that this particular object of the component has not been initialized since it is the value shown in the debugger is null so likewise I\'ll try to I try to debug my code and resolve the issues\n', 'Diagnosing and resolving intermittent crashes in an Android IVI application requires a systematic approach to identify the root cause. Here’s how I would tackle this scenario:\n\nFirst, I would conduct a log analysis using Android Studio\'s Logcat to filter and examine the logs. By adjusting the log levels (verbose, debug, info, error), I can determine where the crash occurs. For instance, if the crash happens when a button is pressed, I would focus on the logs surrounding that event to look for error messages or stack traces.\n\nNext, I would attempt to reproduce the crash consistently by following the same steps that led to the issue. This helps clarify the exact conditions under which the crash occurs.\n\nI would also check for common issues, such as null pointer exceptions, uninitialized views, or incorrect data binding, which can often lead to crashes. Reviewing the code ensures that all views are properly initialized and that there are no null references.\n\nIf the logs don’t provide sufficient information, I would attach a debugger to the application. By setting breakpoints in the suspected areas, I can step through the code to observe the flow and identify where things go wrong. This allows me to understand the state of variables and objects at the time of the crash.\n\nFor more complex issues, I would create smaller proof-of-concept (POC) applications that replicate the problematic feature. This isolates the issue and makes it easier to test different solutions without affecting the main application.\n\nAdditionally, I would analyze the stack trace from the crash log, as it provides valuable information about the sequence of method calls leading to the crash. By examining the stack trace, I can pinpoint the exact line of code causing the issue.\n\nIf the crash began occurring after recent changes, I would review those modifications to see if they introduced any new bugs or conflicts.\n\nFinally, I would consult documentation and forums, as crashes can sometimes be caused by platform-specific issues or bugs. By checking the official Android documentation, developer forums, and community resources, I can see if others have encountered similar problems and found solutions.\n\nBy following these steps, I can systematically diagnose and resolve the issue, ensuring that the application runs smoothly and reliably. This approach not only addresses the immediate problem but also enhances the overall robustness of the code.', '6', 'Rajat\'s response shows he is familiar with the debugging process, including the use of logs and the Android Studio debugger. He provides a step-by-step account of how he would approach diagnosing and resolving a crash issue. However, his response could be more organized and could benefit from mentioning the use of stack traces, reproducing the issue, reviewing recent changes, and consulting documentation, as outlined in the benchmark response. These additional steps would demonstrate a more comprehensive approach to problem-solving.'),
(667, 117, 60, 381, 91, 'Reflecting on the previous question, if the intermittent crashes were still occurring despite your initial solution, what would be your next steps to troubleshoot and resolve the problem?', 'So, if the crashes are still observed after my using of debuggers and the logcats and analyzing the logs and understanding what has gone wrong there, and sometimes also googling the error. So, in such cases, then the next step I would imply is try to I\'ll write a basically I\'ll write a try catch block around that particular piece of code to check whether it still crashes and and what exception it can it can catch in its catch block. So, using try catch block, I\'ll try to troubleshoot my problem and I don\'t think I have found many errors that I cannot solve. So yeah, that\'s it.\n', 'If the intermittent crashes persist despite my initial efforts with debuggers and log analysis, I will take further steps to troubleshoot and resolve the issue. \n\nFirst, I will implement more detailed logging around the suspected code sections to capture additional context, including variable states, method entry and exit points, and any conditional checks. Enhanced logging can provide deeper insights into the conditions leading up to the crash. \n\nNext, I will add try-catch blocks around the problematic code to catch specific exceptions and gather more information about the nature of the errors. Logging these exceptions will help me understand the types of issues occurring and the circumstances under which they arise. \n\nI will also conduct stress testing to simulate high-load scenarios and edge cases that might be causing the crashes. This approach helps identify any race conditions, memory leaks, or resource contention issues that may not be evident during regular testing. \n\nAdditionally, I will perform a thorough code review, possibly involving other team members, to gain fresh perspectives, as a different set of eyes can often spot issues that I might have missed. \n\nI will revisit the official Android documentation and developer forums to check for any known issues or updates related to the problem. Engaging with the developer community can also provide valuable insights and potential solutions. \n\nUsing profiling tools like Android Profiler, I will analyze memory usage, CPU usage, and network activity to identify any anomalies. Profiling can help detect memory leaks, excessive resource consumption, and other performance-related issues that might contribute to the crashes. \n\nI will isolate the problematic feature in a separate, simplified project to reproduce the issue in a controlled environment, which helps narrow down the root cause without the complexity of the full application. \n\nFinally, if the issue remains unresolved, I will consider consulting with platform experts or reaching out to the Android support team, as sometimes platform-specific bugs or undocumented behaviors require expert intervention. \n\nBy taking these additional steps, I aim to systematically identify and resolve the root cause of the intermittent crashes, ensuring the stability and reliability of the application.', '4', 'Rajat\'s response indicates a willingness to continue troubleshooting by using try-catch blocks to capture exceptions. However, his approach could be expanded to include a broader range of diagnostic techniques and tools. The benchmark response provides a comprehensive list of next steps, such as enhanced logging, stress testing, code reviews, consulting documentation, using profiling tools, and seeking expert advice. These additional strategies would demonstrate a more thorough and methodical approach to problem-solving.');
INSERT INTO `bot_questionwise` (`id`, `botInterviewId`, `candidateId`, `resumeId`, `screeningId`, `question`, `response`, `benchmark_response`, `score`, `feedback`) VALUES
(668, 117, 60, 381, 91, 'Could you please share an experience where you had to lead a team through a challenging project and how you managed to keep them motivated and focused on the end goal?', 'Yes, I have faced challenges with the team, so recently I have faced challenges like since our applications are in the production level phase, so many bugs were reported by the clients after testing it on the actual vehicle. So the bugs started to pile up and we were short on a little bit of developers. So we had to work all day through the bugs, I have explained all every necessary requirement to my team members and how to approach any bug. And like I explained in my previous answers, using debuggers and analyzing the logs. So that way, I guided them to solve the bugs. And also, I would not like to boast about it, but we worked really long and hard throughout the day, maybe sometimes 12 hours, 13 hours. So to go through it and also, since you start, since the developers along with all the members of the team start working so much in a day, they\'ll get frustrated, they\'ll get irritated. So in such cases, I try to give them leaves sometimes in between or relaxing leaves sometimes. And also sometimes take them on the team dinner and lunches to keep the team bonding alive and so that they don\'t get too pressurized and they give up and they go away unannounced. So such things are necessary and always listening to the problems on the teammates and raising the concerns, those concerns to the management, if any challenge major challenges are faced and it could not be solved by the team members along included me. So sometimes, we need the architect level people. So in such cases, the management would be involved to help relax the work of the team. So so that the major some issues that could not be solved by anyone should can be taken up by solution architects and such kind of associates. So and I would agree we divide the work equally among my teammates based based on their capabilities like some people are good at hardware testing, some people are good at documentation, some people are good at developments in Android. So based on such things, the work will be divided accordingly. And I\'ll see to it that no one is overburdened or extra burdened so that one may feel that the person is not working hard enough. So such cases along and I\'ll also sit myself along with them. So to resolve any of the issues that they are facing, and I\'ll also divide the work equally to work along with them in such clutch situations. Otherwise, my team is very good and efficient.\n', 'Leading a team through challenging projects requires a balance of technical guidance, motivation, and empathy. One particular experience stands out where we faced a significant challenge during the production phase of our application.\n\nAs our application entered production, the client reported numerous bugs after testing on actual vehicles. The sheer volume of bugs was overwhelming, and with a shortage of developers, the pressure increased. Here’s how I guided the team through this difficult period:\n\nI began by clearly explaining the nature of the bugs and the steps needed to resolve them. I provided detailed instructions on using debuggers, analyzing logs, and systematically addressing each issue. This approach helped the team understand the process and feel more confident in tackling the problems.\n\nBy recognizing the strengths of each team member, I assigned tasks based on their expertise. Some excelled in hardware testing, others in documentation, and some were proficient in Android development. Dividing the work according to their strengths ensured that everyone was working efficiently and effectively.\n\nLong hours can lead to frustration and burnout. To keep the team motivated, I encouraged breaks and occasionally granted leaves to help them recharge. We also organized team dinners and lunches to foster bonding and provide a mental break from the intense work environment.\n\nI maintained an open line of communication, encouraging team members to voice their concerns and challenges. When issues arose that were beyond our immediate capabilities, I escalated them to management and involved solution architects for additional support. This ensured that the team felt supported and that no problem was left unaddressed.\n\nI worked alongside my team, sharing the workload and demonstrating my commitment to resolving the issues. By being present and actively involved, I showed that we were all in this together, which helped boost team morale and cohesion.\n\nI ensured that the workload was evenly distributed to prevent anyone from feeling overburdened. This not only ensured fairness but also maintained a steady workflow without overwhelming any single team member.\n\nThrough these efforts, we effectively addressed the bugs and maintained a positive and productive team environment. This experience reinforced the importance of clear communication, empathy, and collaborative problem-solving in overcoming challenging situations.', '6', 'Rajat\'s response shows that he has experience leading a team through challenging situations and is aware of the importance of team morale and workload management. He provides examples of how he supported his team during a high-pressure period, including technical guidance and team-building activities. However, his response could be improved by providing more structured steps and strategies for leading the team, as seen in the benchmark response. The benchmark response outlines a clear approach to leadership, including clear communication, work allocation based on expertise, maintaining morale, open communication, leading by example, and ensuring equal work distribution.'),
(669, 117, 60, 381, 91, 'Can you please tell me about a time when you had to advocate for the customer\'s needs during the development process, and how you ensured that these needs were met in the final product?', 'Such situations do not usually arise when there is an urgent demand from a customer to be implemented because we follow agile methodology in which our sprints are planned for two to three weeks of time. So in that we take a particular amount of requirements to be implemented and to be delivered to the client. So if any upcoming needs are given by the customer that need to be included on priority I see to it that the customer needs are satisfied and the team can efficiently work and get it delivered on time, the extra requirement, even if it\'s an extra requirement. So that is not an issue where I need to advocate for the client\'s need as the client is everything in TCS. So we need to get it done.\n', 'Advocating for the customer\'s needs is a vital aspect of the development process, particularly in an agile environment. One memorable instance involved ensuring that the customer\'s urgent requirements were met.\n\nWe follow an agile methodology with sprints planned for two to three weeks. During one of our sprints, the client presented an urgent requirement that needed to be prioritized and delivered within the same sprint. Here’s how I managed the situation:\n\nFirst, I ensured I fully understood the client\'s urgent requirement by scheduling a meeting to discuss the specifics and the significance of the new feature. This helped me grasp the urgency and the impact it would have on the final product.\n\nNext, I gathered the team to re-evaluate our current sprint priorities. We assessed which tasks could be postponed or reprioritized to accommodate the new requirement without compromising our overall sprint goals.\n\nI communicated the importance of the new requirement to the team, explaining how it aligned with the client\'s needs and business objectives. This helped the team understand the urgency and motivated them to focus on delivering the new feature.\n\nI also allocated resources efficiently, ensuring that team members with the relevant expertise were assigned to the new requirement. This accelerated the development process and ensured high-quality output.\n\nThroughout the sprint, I conducted regular check-ins with the team to monitor progress and address any challenges promptly. This ensured that we stayed on track and could quickly adapt to any unforeseen issues.\n\nFinally, I kept the client informed about our progress by providing regular updates and seeking feedback to ensure that we were meeting their expectations. This open line of communication helped build trust and ensured that the final product aligned with their needs.\n\nBy taking these steps, we successfully incorporated the urgent requirement into the sprint and delivered it on time. This experience reinforced the importance of flexibility, clear communication, and efficient resource management in meeting customer needs in an agile development environment.', '4', 'Rajat\'s response indicates that he understands the importance of client requirements and the agile methodology. However, he does not provide a specific example of advocating for the customer\'s needs. His response could be improved by detailing a particular instance where he ensured customer needs were prioritized and met, as well as the steps taken to integrate those needs into the development process. The benchmark response offers a clear example and outlines a structured approach to addressing and prioritizing customer needs, including understanding the requirement, re-evaluating sprint priorities, clear communication, resource allocation, regular check-ins, and client updates.'),
(670, 117, 60, 381, 91, 'Please describe a situation where you had to think unconventionally to solve a problem in your Android development work, and what the outcome was.', 'Yes, so recently there was a bug at our end, I\'ll not go to go in the details, but I\'ll just give a gist of it about what that bug was. So the bug was kind of actually suppose there is a IVI level UI, okay, and it has hard keys along with soft keys, and our application is running in the IVI screen, okay, so now my screen is displayed. And now suppose I press a hard key button. So what whenever a hard key button is pressed, so it has the highest priority in an IVI system. So whatever the hard keys, the function will be initiated. Okay, so now what happens suppose I have a screen and update going on and you press an hard key. So now the since the hard key is suppose a home button, okay, so now a home button is pressed and my application is in the middle of the user consent, okay, so it is basically asking would you like to proceed with an update and some and the user then presses the hard key and screen moves on to the home screen and now my user consent pop up has gone. Okay, so what will happen here since the scenario is it should not get dismissed and it should not flicker because when the home first the home screen will be displayed and then pop up will reappear again. But that is not that was not the requirement from our client. So he does not want the screen to flicker like the pop up is being displayed already and then we press the home button and there\'s a slight flicker between the transitioning behind behind where the home button home screen is transited and then the pop up appears again. So such flicker was not expected by the client. So here we were stuck for quite a long time but then using some unconventional methods like since the priority of the home button like the hard keys is the highest in an IVA system. Okay, so now I cannot achieve that my requirement of pop up not getting dismissed and display again and basically giving an effect of a flicker. So now how will I handle it? So basically, I had to work with other teams and ultimately I came up with a solution that we should give that particular since it was only a singular use case, we can give that pop up the priority of the hard key event, okay, since it is an update pop up. So it is very necessary for the user to press a yes or no to perform the update or cancel the update till then the pop up won\'t dismiss it by itself. Okay, so now, what I had to do my pop up was of the type toast, okay. So the type of my pop up was a toast and the hard key event screen has the highest priority of type overlay. Okay, so these are the types that are defined in a window manager and a custom overlay that basically a screen is being converted to an custom overlay. Okay, so now what was done here was I, I had to change the type of my pop up from toast, which is by default given to it by the Android system to the overlay, which was not totally conventional since the hard key should always have the highest priority and no other screens should have the priority same as this, but we had taken the client confirmation and I had to convert that particular pop up from a toast to an overlay and due to which now when the home button, hard key button was basically pressed, so there was no flicker. It was simultaneous like my pop up was my pop up kept displaying and the background screen changed to home. So that was an expected behavior where no flicker was observed and we could achieve our requirement finally. So that\'s how I have done one of the unconventional bug solving.\n', 'One instance where I had to think unconventionally to solve a problem involved addressing a bug related to the interaction between hard keys and the user interface in an IVI system. The challenge arose with an IVI application that utilized both hard keys and soft keys. When a user pressed a hard key, such as the home button, while a critical user consent popup was displayed, the high priority of the hard key caused the screen to switch to the home screen. This resulted in the popup disappearing and then reappearing, creating an undesirable flicker effect that the client specifically requested to eliminate. \n\nTo tackle this, I first recognized that hard key events held the highest priority in the IVI system, while our popup was initially implemented as a toast notification, which had a lower priority. I then collaborated with other teams to gain a deeper understanding of the system\'s event handling and the window manager\'s priority settings. This cross-functional teamwork was essential in identifying potential solutions. \n\nThe key insight was to change the popup type from a toast to an overlay. Overlays have a higher priority and can coexist with hard key events without causing flickering. Given that this approach was unconventional and altered the typical priority handling, I sought and obtained client approval to ensure it aligned with their requirements. \n\nI then modified the window manager settings to change the popup type from toast to overlay. This adjustment ensured that when the home button was pressed, the popup remained visible without flickering, while the background transitioned smoothly to the home screen. \n\nUltimately, this innovative approach successfully resolved the issue. The popup no longer flickered when a hard key was pressed, meeting the client\'s expectations and enhancing the user experience. This solution highlighted the importance of creative problem-solving and effective collaboration in addressing complex challenges. By thinking outside the box and leveraging cross-team expertise, we delivered a solution that not only met but exceeded the client\'s requirements.', '6', 'Rajat\'s response shows that he was able to creatively solve a complex UI problem involving hard key interactions in an IVI system. He provides a detailed account of the issue and the steps he took to resolve it, including collaboration with other teams and changing the popup type to maintain the user experience. However, his response could be more concise and focused on the problem-solving process. The benchmark response offers a structured and clear explanation of the unconventional thinking process, the collaboration involved, and the successful outcome, which would have demonstrated a more strategic approach to problem-solving.'),
(671, 117, 60, 381, 91, 'Can you describe how you\'ve integrated new technologies or methodologies into your projects to stay ahead in the industry?', 'Yes, one of the technologies I can give example of is what I have mentioned in my previous conversation was about a screenshot testing where we compare our developed UI with the reference images. So how can that be automated? Okay, so using there\'s a screenshot testing test library, namely the Facebook library provided by Facebook. So using that, along with some Python scripts, we could compare, we could capture the screen or emulator screen, take a picture, save it in our any local path, and then compare it with the reference image using the script which would give a resulting image with the red dots highlighted where the UI had a particular irregularities or a mismatch. So if the screen would come out totally white, that means the UI has a perfect match, and the testing is passed. And if there are irregularities or any mismatch, the screen with the resulting screenshot would come out as slightly red in the areas where there\'s a mismatch. So we need to go back and then fix those issues and then recheck it again. So this is one of the methods that we have introduced for comparing and testing UIs. And currently, other than this, I am not able to recall right now, or any other things.\n', 'Integrating new technologies and methodologies is essential for maintaining a competitive edge in the industry. One notable example from my experience involved implementing automated screenshot testing to ensure UI consistency.\n\nWe faced the challenge of verifying our developed UI against the client\'s reference images, which was a time-consuming and error-prone manual process. To improve efficiency and reliability, we needed a better method for comparison.\n\nTo tackle this, we integrated a screenshot testing library from Facebook along with some Python scripts to automate the process. Here’s how we accomplished it:\n\n1. **Library Integration:** We incorporated the Facebook screenshot testing library into our project, enabling us to capture screenshots of the emulator screen during automated tests.\n\n2. **Automated Comparison:** Using Python scripts, we automated the comparison of the captured screenshots with the reference images. The script highlighted any discrepancies by marking the areas with red dots where the UI did not match the reference.\n\n3. **Result Analysis:** We analyzed the resulting images. A completely white screen indicated a perfect match, meaning the test passed, while red highlights signaled mismatches that needed to be addressed.\n\n4. **Iterative Improvement:** Based on the results, we fixed the identified issues and reran the tests. This iterative process ensured that our UI met the client\'s exact specifications.\n\nThe outcome of this automated approach was a significant improvement in our efficiency and accuracy in UI testing. It reduced the manual effort required and ensured a higher level of consistency and quality in our UI components. By integrating this technology, we delivered a more reliable product to our clients, allowing us to stay ahead in the industry.\n\nBeyond this specific example, I continuously explore new technologies and methodologies to integrate into our workflow. Staying updated with industry trends and innovations helps identify opportunities for improvement and ensures that our development practices remain cutting-edge.\n\nBy adopting and integrating new technologies like automated screenshot testing, we not only enhance our current projects but also build a foundation for future innovations.', '6', 'Rajat\'s response highlights his experience with integrating automated screenshot testing using a Facebook library and Python scripts, which is a relevant example of adopting new technology to improve efficiency. However, his response could benefit from a more comprehensive overview of how he stays updated with industry trends and continuously integrates new methodologies into his work. The benchmark response provides a clear narrative of the challenge, the solution implemented, and the positive outcome, along with a commitment to ongoing learning and innovation, which would have demonstrated a proactive approach to professional development and industry leadership.'),
(672, 117, 60, 381, 91, 'Please tell me about a time when you had to collaborate with a team that had diverse perspectives or came from different industries, and how you approached working together.', 'Okay, there was a time where we had some joint bugs as the framework side development is with some other tier one suppliers. So in such cases, we need to collaborate with some other company executives and associates to work on a solution to fix a particular bug that may involve both our TCS as well as another company that is involved in it. So we had the joint workshops there. So we would approach them like either one of us can come to each other\'s offices and we may interact initially first and we should have an open mind like there should not be any blaming that it is your bug or it is my bug or this is not my responsibility. You should be open to anything and everything since we are there to find a solution and not create more problems. So with a good discussion and having an engaging conversations about the bugs and issues in an extensive meetings and fixing of the code, we could come up as I am an Android developer and they may be in hardware or framework side developers. So the varying industries may have different mindset, but it always matters when you are open to every kind of solution and before and before rejecting someone\'s ideas, you first have or gain knowledge about what he or she is saying and then proceed to give your own opinion. So yes, that way we can do it and other ways also using Jira. So this was in what I explained was an in-person face-to-face communication. So we can also if we cannot always meet face-to-face to fix any issues. So there are always Jira, AWS. So where we can raise and create tickets to each other and we can chat there and get to a solution or discussions, whatever is necessary to achieve that particular requirement. So in such cases, we do that.\n', 'Collaborating with a team that brings diverse perspectives or comes from different industries can be both challenging and enriching. One memorable experience involved working closely with another company to resolve shared bugs in our IVI system.\n\nThe challenge arose when the framework development was managed by another tier-one supplier, leading to bugs that required collaboration between our team at TCS and theirs. This situation involved both software and hardware components, necessitating a cross-functional approach.\n\nTo tackle this, we prioritized open communication by initiating joint workshops that encouraged face-to-face interactions. This helped build rapport and foster understanding among team members. We approached these meetings with an open mind, focusing on solutions rather than placing blame.\n\nFostering a collaborative mindset was essential. We emphasized that everyone was working towards a common goal—resolving the issue. By valuing each other\'s input and avoiding a blame game, we created a positive and productive environment.\n\nWe also prioritized knowledge sharing, making it a point to listen to the suggestions and ideas from the other team before offering our own opinions. This approach allowed us to gain a comprehensive understanding of the problem and explore all possible solutions.\n\nWhen face-to-face meetings were not feasible, we utilized tools like Jira and AWS to raise tickets, track issues, and facilitate discussions. These platforms enabled effective communication, allowing us to share updates and collaborate asynchronously.\n\nRegular updates through emails, chat, and video calls ensured that everyone remained on the same page. This consistent communication helped maintain momentum and made steady progress towards resolving the bugs.\n\nBy adopting an open and collaborative approach, we successfully resolved the joint bugs. The diverse perspectives from both teams led to innovative solutions that might not have been possible otherwise. This experience reinforced the importance of effective communication, mutual respect, and a collaborative mindset in achieving common goals.\n\nWorking with a team from a different industry or with diverse perspectives can be highly rewarding. It broadens your understanding, fosters innovation, and ultimately leads to better outcomes.', '6', 'Rajat\'s response shows that he values open communication and collaboration when working with diverse teams, especially when addressing joint bugs with another company. He emphasizes the importance of having an open mind and avoiding blame to focus on finding solutions. However, his response could be improved by detailing more specific strategies for fostering collaboration and knowledge sharing, as well as the use of remote collaboration tools. The benchmark response provides a structured approach to collaboration, highlighting the importance of a collaborative mindset, knowledge sharing, and regular updates, which would have demonstrated a more comprehensive strategy for working with diverse teams.'),
(673, 117, 60, 381, 91, 'How do you handle situations where you need to deliver a project that requires you to step outside of conventional industry practices?', 'Usually, when we need to step out of any conventional industry practice that is not been ongoing inside of TCS or the team or prescribed by the clients, first of all, we need to communicate with our client very clearly and very efficiently and get their approval without client\'s approval, we cannot go ahead with any unconventional industry practice. So if the client gives a go ahead, which they usually don\'t, as they are Japanese clients, so we can proceed with those practices, provided there is no degradation of the software further after adapting such unconventional industry practices. And also, I would take up a meeting and discussion with any solution architect along with my managers to discuss upon it, if it\'s the right way to do it, or the only way to achieve it. So if it\'s the only way to achieve it, then we would go to the client, and we would explain them of our situation and the approach required to fulfill the requirement. So if the client feels that it won\'t reach their policy or guidelines, so they would give a go ahead as we need to get the requirement changed or, or for find more solutions within our given range of guidelines.\n\n', 'Handling situations that require stepping outside conventional industry practices involves careful consideration, clear communication, and thorough planning. Here’s how I approach such scenarios:\n\nThe first step is to communicate clearly and efficiently with the client. It\'s essential to explain why deviating from conventional practices is necessary and how it will benefit the project. Obtaining the client\'s approval is crucial before proceeding with any unconventional methods.\n\nI organize meetings with solution architects, managers, and other key stakeholders to discuss the proposed approach. This helps evaluate whether the unconventional practice is the right or only way to achieve the project goals. Their insights and expertise are invaluable in making an informed decision.\n\nWe conduct a thorough risk assessment to understand the potential impact of adopting unconventional practices. This includes evaluating any possible degradation of the software and ensuring that the quality and reliability of the final product are not compromised.\n\nOnce we have a clear plan and have assessed the risks, we present the situation and our proposed approach to the client. We explain the necessity of the unconventional practice, how it aligns with the project goals, and the measures we have taken to mitigate any potential risks.\n\nIf the client approves, we ensure that all steps and decisions are well-documented. This includes maintaining records of client approvals, internal discussions, and risk assessments. We also ensure that the approach complies with any relevant policies and guidelines to the greatest extent possible.\n\nAfter obtaining approval, we proceed with the implementation, closely monitoring the process to ensure everything goes as planned. Regular updates and feedback loops are maintained to keep the client and internal stakeholders informed about the progress.\n\nBy following this structured approach, we ensure that any deviation from conventional practices is well-justified, approved by all relevant parties, and carefully managed to minimize risks. This ensures that the project meets its goals while maintaining high standards of quality and reliability.\n\nThis methodical approach to handling unconventional practices not only helps in achieving project success but also builds trust and transparency with the client and within the team.', '6', 'Rajat\'s response shows an understanding of the importance of client communication and approval when deviating from conventional practices. He also recognizes the need to consult with solution architects and managers to ensure the right approach is taken. However, his response could be improved by outlining a more detailed plan for risk assessment, documentation, compliance, and monitoring throughout the implementation of unconventional practices. The benchmark response provides a comprehensive strategy for handling such situations, emphasizing the importance of a structured approach, risk assessment, and maintaining high standards of quality and reliability.'),
(674, 117, 60, 381, 91, 'Thank you for sharing your experiences and insights, Rajat. Before we conclude, do you have any questions for me or about the role and Royal Enfield?', 'Yes, I would, Avi, I would like to just inquire about, in case I get selected, what will be my role at Royal Enfield. So I would have some idea before the next phase.\n\n', 'Thank you, Avi. I have a few questions. Could you please share more details about the specific responsibilities and expectations for the HMI Developer role at Royal Enfield? I would also love to learn more about the team I will be working with and any upcoming projects or initiatives I might be involved in. This information would help me gain a clearer understanding of how I can effectively contribute to the team and the company.', '6', 'Rajat\'s response indicates a genuine interest in understanding the specifics of the role he is being considered for, which is a positive sign of engagement. However, his question could be more detailed to demonstrate a deeper interest in the position and the company. The benchmark response provides a good example of how to ask more targeted questions, seeking clarity on responsibilities, team dynamics, and upcoming projects, which would show a proactive approach to understanding how he can fit into and contribute to the company.'),
(675, 80, 52, 463, 113, 'Hello Ishan,\nWelcome to your interview with Infosys. I\'m Avi, an autonomous AI bot interviewer, and I\'m excited to explore the possibility of you joining our team. I apologize in advance for any lag during our conversation; I\'m constantly learning and improving. How has your day been?', 'Hi Avi, my day is fine, how about you?\n\n', 'Yoda Response: Good day, Avi. I\'m excited to be here. How about you', '4', 'Ishan\'s response is polite and appropriate for the interview setting. However, it lacks the enthusiasm and engagement that could set a positive tone for the rest of the interview. It would be beneficial for Ishan to express excitement about the opportunity and perhaps add a brief comment on looking forward to the interview to make a stronger impression.'),
(676, 80, 52, 463, 113, 'I\'m glad to hear your day is going well, Ishan. As an AI, I don\'t have feelings, but I\'m here to ensure we have a productive interview. We have an interview scheduled now. Is this a good time for you to talk?', 'Yes.\n\n', 'Yoda Response: Yes, it is a good time. I am ready to discuss.', '4', 'Ishan\'s response is affirmative and to the point, indicating his availability for the interview. However, it lacks detail and engagement that could demonstrate his readiness and enthusiasm for the conversation. Expanding on his readiness or expressing eagerness to proceed would have been more impactful.'),
(677, 80, 52, 463, 113, 'Thank you, Ishan. I\'m here to discuss the Software Developer/Engineer role at Infosys, where you\'ll have the opportunity to collaborate with teams to design and develop new features, write efficient code, and engage in the full software development lifecycle. With your background and skills in Python, JavaScript, and HTML, along with your proactive attitude and willingness to learn, you seem well-suited for this role. Today, we will be discussing how you can fit into this job role. Are you ready to proceed with the interview?', 'yes I\'m ready\n', 'Yoda Response:I am ready. We shall proceed. I am excited to discuss.', '4', 'Ishan\'s response is affirmative, indicating his readiness to proceed with the interview. However, the response is brief and lacks the enthusiasm that could convey a strong interest in the role. It would be beneficial for Ishan to express eagerness and readiness in a more complete sentence, perhaps by mentioning his excitement to discuss how his skills align with the job role.'),
(678, 80, 52, 463, 113, 'Can you briefly introduce yourself and a bit about your professional experience? Also would be great to know what is not already in your CV or LinkedIn profile.', 'Sure Avi, I am Ishaan Sen, a BTech 4th year student at Shardia University. I am pursuing BTech in Computer Science Engineering. I have done two internships till now, one in my 2nd year and one in my 3rd year. In the internship at 2nd year, I did it with SKInfoTechies, there I started my journey of web development with ReactJS. My current internship is with EtherPrivate Limited at DTU, it is a startup in the incubation center of DTU. Here I had to do Next.js and TypeScript. My main task was to migrate their existing robot monitoring software to Next.js and TypeScript. I was able to do that successfully, increasing the performance score and accessibility and SEO. I am currently I feel proficient in front-end development, I mainly use Mernstack, other than that I also work in back-end development, besides that I am also good in DSA, I did computer programming in my 1st year in Codeforces. I achieved the rank of a pupil there at 1200 rating.\n', 'Yoda Response: I would like to introduce myself. I am a final year BTech student in Computer Science Engineering at Sharda University. I have completed two internships. My first was with SK Info Techies, where I began my journey in web development using ReactJS. My second internship was with Eythor Pvt Ltd, a startup at DTU\'s incubation center. There, I migrated their monitoring software to Next.js and TypeScript, improving performance, accessibility, and SEO. I am proficient in front-end development with the MERN stack and also experienced in back-end development with strong skills in Data Structures and Algorithms. I have achieved a pupil rank on Codeforces with a rating of 1200. Beyond my CV, I enjoy learning new technologies and solving complex problems.', '6', 'Ishan\'s response provides a good overview of his educational background and professional experience, highlighting his internships and skills in web development. However, he could improve by mentioning unique experiences or personal projects that are not listed on his CV or LinkedIn profile. Additionally, he could have elaborated on his achievements in DSA and computer programming to better showcase his problem-solving skills and passion for technology.'),
(679, 80, 52, 463, 113, 'Can you please share how you\'ve applied Python in a project during your internships, focusing on the use of data structures?', 'I have not done Python in any of my internships. I mainly code in C++ and DSA. Python and Java are in were in my coursework in my college. That\'s why they are mentioned in my CV. I am only familiar with them. I was I am mainly proficient in C++. And in my internships, I mainly used JavaScript and their libraries such as React and Next.js.\n', 'I have not applied Python in internships. Mainly, I code in C++ and JavaScript. Python and Java were part of my coursework. I am familiar with them, but I am proficient in C++ and JavaScript. In internships, I used JavaScript and libraries like React and Next.js.', '4', 'Ishan\'s response is honest and clarifies his experience with Python, which is limited to his coursework. He correctly redirects the focus to his proficiency in C++ and JavaScript, which is relevant to the job role. However, Ishan could have taken this opportunity to discuss any personal projects or academic assignments where he applied Python, even if it wasn\'t part of his internships. This would demonstrate his ability to use Python in practical scenarios and his understanding of data structures in a language that is part of the job description.'),
(680, 80, 52, 463, 113, 'Please describe an instance where you\'ve implemented Object-Oriented Programming principles in Python. What challenges did you face and how did you overcome them?', 'There are many concepts of object-oriented programming which I implemented when I was doing Python in my college, basic as polymorphism where we can have multiple functions with the same name but different parameters really comes handy when you have a variable amount of data you have to deal with. Other than that, there is always inheritance which you have to implement when you are working with objects. You have to extend classes.\n', 'Yoda Response:I implemented Object-Oriented Programming (OOP) principles in Python during my coursework. For example, I used polymorphism to handle functions with the same name but different parameters, which was useful for dealing with variable amounts of data. I also implemented inheritance to extend classes and work efficiently with objects. Initially, I faced challenges in understanding the nuances of these concepts. However, by practicing through various assignments and projects, I overcame these challenges. This experience strengthened my understanding and made me more proficient in applying OOP principles.', '4', 'Ishan\'s response touches on his understanding of Object-Oriented Programming (OOP) principles such as polymorphism and inheritance, which is good. However, he does not provide a specific instance where he applied these principles in Python, nor does he mention any challenges he faced or how he overcame them. It would be beneficial for Ishan to provide a concrete example of a project or assignment where he utilized OOP in Python and discuss any obstacles encountered to demonstrate problem-solving skills.'),
(681, 80, 52, 463, 113, 'Could you kindly explain your experience with Flask or Django in web development? Perhaps an example of a feature you developed using one of these frameworks?', 'I\'m sorry I\'ve never worked with Flask or Django\n', 'Yoda Response: I have not worked with Flask or Django. Primarily, my experience in web development is with React, Next.js, and the MERN stack. I am eager to learn and explore new frameworks like Flask or Django if the opportunity arises.', '2', 'Ishan\'s response is straightforward and honest, acknowledging that he has not worked with Flask or Django. However, he misses the opportunity to express his willingness to learn and adapt to new technologies, which is an important trait for a software developer. Ishan could have also mentioned his experience with similar technologies or his ability to quickly pick up new frameworks to demonstrate his adaptability and eagerness to grow.'),
(682, 80, 52, 463, 113, 'In your role, how have you participated in the Software Development Life Cycle? Can you walk me through your involvement in a specific phase?', 'In my recent internship, the team was really small, besides the founder there was a team lead and under them me and one more intern was there, his name was Rajeev, we were working. So we were really involved in the whole process of software development, while we were going through how to migrate the existing software to Next.js and what all best practices we could use. I was an integral part of the ideation process, we also were discussing about the server and some choices we had to make to the backend. Other than that, during the implementation phase also I had an integral part as I was tasked, mainly I was tasked in the front-end sector to migrate the software in Next.js and I also had valuable feedback for what we can use in backend and sometimes there were technologies used that I was not familiar with, so I used tutorials and documentation to pick those up and learn quickly so I can be an integral part there also.\n', 'Yoda Response: I participated in the Software Development Life Cycle during my recent internship. The team was small, consisting of the founder, a team lead, and two interns, including myself and Rajeev. We were involved in the entire process. In the ideation phase, I actively contributed by discussing how to migrate the existing software to Next.js and the best practices to use. I was also involved in backend decisions, even though my main task was front-end migration to Next.js. During the implementation phase, my role was integral. I was tasked with the front-end migration and provided valuable feedback for backend choices. When faced with unfamiliar technologies, I quickly learned through tutorials and documentation to ensure my contributions were valuable throughout the project.', '6', 'Ishan\'s response provides a clear picture of his involvement in the Software Development Life Cycle (SDLC) during his internship. He describes his role in both the ideation and implementation phases, as well as his willingness to learn new technologies. However, he could improve his response by being more concise and focusing on specific contributions he made to the project. Additionally, mentioning any challenges he faced and how he overcame them would demonstrate his problem-solving skills and adaptability.'),
(683, 80, 52, 463, 113, 'Please tell me about a time when you conducted a code review. What did you look for and how did you ensure code optimization?', 'In my last internship, I was mainly, as I mentioned earlier, me and Rajeev were the two interns that were working on the software. So at that time, I was handling the front end, he was handling back end. So I participated in a code review, which he wrote the code for the login and authentication. And I was part of the code review for that. In that, he used Passport, it is a library for authentication. So there were questions that came up by me and our tech lead that why was it necessary and was it because at that time, it sounded like an overkill for our requirements. So we worked through that and I suggested that maybe instead of that, we can simply use refresh auth using refresh tokens and cookies, we can implement our authentication. Other than that, there were a few basic optimization changes. And mainly I was responsible for setting up the file structure. So I set the standard that we will divide the code in functions, so that one file does not have all the functions so that it is easier to debug and any other developer to pick that code up.\n', 'During my last internship, I conducted a code review. Rajeev and I were the two interns working on the software. He handled the backend, and I managed the front end. I reviewed his code for login and authentication and noticed he used Passport for authentication. Questions arose from both me and our tech lead about its necessity, as it seemed like overkill for our requirements. I suggested using refresh tokens and cookies for a simpler authentication method. I also looked for basic optimization changes. I was responsible for setting up the file structure and ensured that the code was divided into functions, so one file did not hold all the functions. This made it easier to debug and for other developers to pick up the code.', '7', 'Ishan\'s response demonstrates his active participation in a code review process and his ability to critically evaluate the use of libraries and suggest alternatives. He also shows an understanding of code optimization and the importance of a clean file structure. However, Ishan could improve his response by providing more detail on the specific optimization changes he suggested and how he ensured that the code adhered to best practices for maintainability and scalability.'),
(684, 81, 55, 466, 113, 'Hello Kritika,\nWelcome! I\'m Avi, an AI bot interviewer with Infosys, and I\'m excited to explore this opportunity with you. Apologies in advance for any delays in our conversation; I\'m constantly learning and improving. How has your day been?', 'Hi Avi, it has been a great day. Right now I have just travelled to my college by metro and it\'s really great interacting with you.\n\n', 'Yoda Response: Greetings, Avi. It has been a pleasant day. I just traveled to my college. I am excited to converse with you.', '6', 'Kritika\'s response is polite and positive, indicating a good start to the interview. She expresses enthusiasm about the interaction, which is a good sign of her interpersonal skills. However, her response could be enhanced by showing more eagerness about the job opportunity and possibly mentioning something she\'s looking forward to discussing or learning about during the interview.'),
(685, 81, 55, 466, 113, 'That\'s wonderful to hear, Kritika. I\'m glad you\'re having a great day and that you\'ve arrived safely at your college. We have an interview scheduled now. Is this a convenient time for us to proceed with our discussion?', 'Yeah, this is a convenient time to talk.\n\n', 'Yoda Response: Yes, we can proceed. This is a convenient time. We shall discuss', '6', 'Kritika\'s response is concise and affirmative, which is good as it indicates her availability and readiness to proceed with the interview. However, her response lacks the formality and professionalism that might be expected in an interview setting. She could improve by adding a bit more formality to her response and perhaps expressing her readiness or enthusiasm for the interview.'),
(686, 81, 55, 466, 113, 'Hello Kritika, I\'m an interviewer with Infosys, and today we\'ll be discussing your fit for the Software Developer/Engineer role. This position involves collaborating with teams to design and develop new features, writing efficient code, and participating in the software development lifecycle. Your skills in Python, JavaScript, and HTML, along with your proactive attitude and willingness to learn, align well with our requirements. We\'re looking for someone who can contribute to our team and commit to delivering high-quality software. Are you ready to dive into how your background and skills match this role?', 'yeah definitely I can and considering in mind the experience that I have as a SDE intern at Amazon and before that as a data analyst intern at Nokia\'s digital I think that my experience and skills suit the best for the role and I also have proficiency in technical programming languages like HTML CSS JavaScript and React so I think yeah\n', 'Yoda Response: I am ready. My experience as an SDE intern at Amazon and a Data Analyst intern at NoQs Digital has prepared me well. I am proficient in Python, JavaScript, HTML, and frameworks like React. I am eager to contribute to your team and deliver high-quality software. Let\'s discuss further.', '6', 'Kritika\'s response indicates confidence in her abilities and relevant experience, which is positive. She mentions her internships and technical skills, which are pertinent to the role. However, her response could be more structured and professional. She should avoid using informal language like \"yeah\" in a formal interview setting. Additionally, she could elaborate on how her skills and experiences specifically align with the responsibilities of the role.');
INSERT INTO `bot_questionwise` (`id`, `botInterviewId`, `candidateId`, `resumeId`, `screeningId`, `question`, `response`, `benchmark_response`, `score`, `feedback`) VALUES
(687, 81, 55, 466, 113, 'Can you briefly introduce yourself and a bit about your professional experience? Also would be great to know what is not already in your CV or LinkedIn profile.', 'So, as you know, I\'m currently pursuing B.Tech in the fourth year. I\'m in seventh semester. And I\'m pursuing B.Tech in Computer Science and Engineering with specialization in Artificial Intelligence and Machine Learning. If I talk about my career, then I have interned in two companies. My first internship was after the second year in Nokia\'s Digital as a Data Analyst intern. And I basically built some dashboards that would help the companies analyze their data and figure out the best information they can from that. And the other internship that I had, I just did it, I completed it and it was in Amazon. I worked as an NST intern, that is a Software Development Engineer intern. And I was assigned two projects which got completed. The first project was about marketplace onboarding. And the second project was about a core problem that the CMT systems of Amazon, that is the Computative Monitoring Tool System team faces. So I had to find out some solutions. So I went through the process. I analyzed all the possible solutions and then I figured out the best feasible solution that is possible. And after getting it verified by my team, I implemented the same. My interests include both Software Engineering and Artificial Intelligence and Machine Learning, basically Machine Learning. My technical proficiencies include programming languages like C++, Java, Python. And I\'m basically proficient in building front-end systems. And I\'ve also worked for back-end in my Amazon internship. And yeah, definitely DevOps. And the other things that would count in my technical skills would be proficiency with all three operating systems, that is Windows, Linux and Mac OS. And I am proficient with Git as well. Apart from that, if I talk about my soft skills, then I\'m a good team worker. These skills I have gained from both my internships. And I also have some leadership qualities that I also demonstrated in my first year as a GDSC tech lead. And I\'m definitely a great learner, like a fast learner. And this thing I\'ve learned in my internship at Amazon.\n', 'Yoda Response: My name is Kritika. I am pursuing a Bachelor of Engineering in Computer Science, with a focus on Artificial Intelligence and Machine Learning. I interned at Amazon as a Software Development Engineer, working on marketplace onboarding and solving core issues in the CMT systems. I was also a Data Analyst intern at NoQs Digital, where I built dashboards to analyze data effectively. I am proficient in Python, JavaScript, HTML, and frameworks like React. I have experience with both front-end and back-end development and am familiar with DevOps practices. I am comfortable with Windows, Linux, and Mac OS, and proficient with Git. Beyond what is on my CV, I enjoy mentoring and conducting training sessions. I am a fast learner and a team player, with leadership experience as a tech lead in the Google Developer Student Clubs. I am excited to contribute and grow.', '7', 'Kritika provides a comprehensive overview of her educational background, internships, and technical proficiencies, which aligns well with the role she\'s interviewing for. She also touches on her soft skills and leadership experience. However, her response could be more concise and focused on unique aspects that aren\'t on her CV or LinkedIn profile. She could improve by highlighting specific achievements or personal projects that demonstrate her skills and passion for the field, as well as any unique experiences or perspectives she brings to the table.'),
(688, 81, 55, 466, 113, 'Can you please share your experience with Python and how you\'ve applied it in any of your projects or internships?', 'yeah so I\'ve been learning Python since a lot of time now and I\'ve used Python my first internship as a data analyst and I\'ve also built some projects which are related to Python. In my internship as a data analyst I worked on analyzing the data for which I used Python and as we know that Python is a very good language and you want to analyze, visualize or manipulate data so I used libraries like Pandas, Matlab and Seaborn to analyze the data and additionally I have built some projects like the Google Play Store apps analysis or be it working for research papers. I have used Python for projects like CNN like we\'ve built a system, not a system, basically handwritten digit recognition where I compared like five different algorithms for the purpose of handwritten digit recognition to find out that which was the best. So yes definitely I have used Python for all my ML projects and data analysis and majorly worked on the libraries like Python, Matlab, Pandas, Seaborn and Keras, TensorFlow.\n', 'Yoda Response: I have extensive experience with Python, having learned and applied it over time in various projects and internships. As a Data Analyst intern at NoQs Digital, I used Python to analyze and visualize data with libraries like Pandas, Matplotlib, and Seaborn. In projects, I utilized Python for machine learning tasks, including building a handwritten digit recognition system where I compared five different algorithms to find the best one. I employed libraries like Keras and TensorFlow. Additionally, I created a YouTube Transcript Summarizer using Python and Flask for natural language processing tasks. In my experience, Python is both useful and versatile.', '8', 'Kritika\'s response demonstrates her experience with Python and its application in data analysis and machine learning projects, which is relevant to the job role. She mentions using Python in her internship and discusses specific libraries she has worked with, which shows applied experience. However, her response could be more structured and focused on highlighting the impact of her work with Python. She could also mention any challenges she overcame or innovative solutions she developed while using Python.'),
(689, 81, 55, 466, 113, 'Please describe a situation where you\'ve used Object-Oriented Programming principles in Python. How did OOP concepts enhance your project?', 'So, while building a project named Google Play Store Apps Analysis, I used the concept of object-oriented programming, and this definitely enhanced my project. I used classes, and I used method overloading and overriding to complete my projects, and this helped me build a structured project, and it also helped me efficiently write the code, which is readable and also efficient in space and time.\n', 'Yoda Response:I used Object-Oriented Programming principles in Python while building the Google Play Store Apps Analysis project. I employed classes and objects to structure the project effectively. I utilized method overloading and overriding to enhance functionality. These concepts helped me write efficient and readable code. I applied encapsulation and inheritance to manage data and reuse code. OOP principles enhanced the maintainability and scalability of the project, making it robust and organized. In my experience, these principles are highly beneficial.', '7', 'Kritika\'s response effectively communicates her use of Object-Oriented Programming (OOP) principles in a Python project, mentioning specific concepts like classes, method overloading, and overriding. She also correctly identifies the benefits of OOP, such as structured, readable, and efficient code. However, she could improve by providing more detail on how OOP concepts like encapsulation and inheritance specifically contributed to the project\'s maintainability and scalability, which would demonstrate a deeper understanding of OOP\'s impact.'),
(690, 81, 55, 466, 113, 'I noticed you\'ve worked with Flask. Could you please walk me through a specific feature or functionality you implemented using this framework?', 'So basically as we know that Flask is used for connecting our data through the system that we are building. So basically in the first year, not the first year, in the starting of the second year when I was building a project called online voting system and that time I used Flask to connect my data with the system that I was building so that it is easier to get the data that is being entered on the online voting system and to maintain that data. So for that task I used Flask and I built the system, online voting system through which people can vote online and it also had a biometrics in it which would verify their identity.\n', 'Yoda Response: Implemented a feature using Flask in a project called the Online Voting System. I used Flask to connect and manage data entered by users and built a system where people can vote online. The system included biometric verification to ensure voter identity. I used Flask to handle data routing and efficiently maintain the database. This framework simplified data management and enhanced security. Flask was integral to the project, making it both functional and reliable.', '7', 'Kritika describes her use of Flask in an online voting system project, mentioning its role in data connection and management. She also touches on the implementation of biometric verification, which is a good example of Flask\'s application. However, her response could be improved by providing more technical details about how Flask was used for routing and database management. Additionally, explaining how Flask contributed to the security and efficiency of the system would demonstrate a deeper understanding of the framework\'s capabilities.'),
(691, 81, 55, 466, 113, 'Considering your experience, how do you approach the different phases of the Software Development Life Cycle in a project?', 'So, basically the first thing is to analyze that what the requirements are and what is actually needed in the project and after that we read and research to build the project, I mean not the project basically the approach that can be used and we have to test the fact that is it even feasible or not. So, we would check the feasibility of our project like our approach and if it\'s feasible then we can move ahead with that. This is something similar that I did in my SD internship where I firstly selected what all approaches were there and then I checked for their feasibility, the one with the most feasibility, the approach with the most feasible solution, I selected that and after that I implemented that particular solution. So, when I implemented that the first thing that we have to do is to test that particular solution if it is correct or not. So, firstly I tested and when the testing was successful I implemented it on production level and the last thing is to maintain the quality and assure that everything is alright. So, for that I checked that what was happening in the production level I researched about that and finally I implemented that particular solution.\n', 'Yoda Response: I approach the Software Development Life Cycle in structured phases. First, I gather and analyze requirements to understand what is needed. I research and brainstorm possible approaches, ensuring their feasibility. I selected the most feasible solution during my SDE internship at Amazon. I then proceed to implement the solution, followed by thorough testing to ensure correctness. Only after successful testing do I deploy it to production. Finally, I maintain and monitor the solution in the production environment, ensuring quality and functionality. Continuous improvement and feedback are essential to keep the software robust and efficient.', '6', 'Kritika\'s response outlines a general approach to the Software Development Life Cycle (SDLC), including requirement analysis, feasibility study, implementation, testing, and quality assurance. She relates her approach to her experience during her SDE internship, which is good. However, her response could be more detailed in describing each phase of the SDLC and how she specifically contributes to each step. She could also mention any methodologies or tools she uses to manage the SDLC phases, such as Agile, Scrum, or specific testing frameworks.'),
(692, 81, 55, 466, 113, 'During code reviews, how do you ensure that the code not only functions correctly but is also optimized for performance?', 'So this is the approach that I followed in my ISTE internship what I would do is that I would analyze the existing code and See that what practice the practices have been Implemented and I would try to follow the same practices and also recheck everything like I had to make make some config changes so I would check that whatever Changes that I\'m entering that won\'t Make the code faulty so that the deployment the build would not be able to be successful and Also, I also follow the best practices of code like writing the code which is readable and understandable and There are some Practices which I\'m not able to remember but I Remember that I followed that particular thing So basically the main thing is following what the existing code has been Analyzing and figuring out that what are the best practices that have been followed that make the code is a make the code efficient and Keeping in mind that the code I am changing should not affect the production\n', 'Yoda Response: During code reviews, I ensure that the code functions correctly and is optimized for performance. I must analyze the existing code to understand current practices and standards. I follow best practices to maintain consistency. I ensure readability and maintainability by writing clear and understandable code. I apply performance optimization techniques, such as efficient algorithms and data structures. I verify that changes do not introduce faults through thorough testing and validation. I must ensure that the build remains successful and that the code does not negatively affect production. Continuous learning and adhering to best practices are key to maintaining high-quality code.', '6', 'Kritika\'s response indicates an understanding of the importance of code review and the need to follow best practices. She mentions analyzing existing code and ensuring changes do not introduce faults, which is good. However, her response lacks specific details on how she optimizes code for performance and could benefit from mentioning specific optimization techniques or tools she uses. Additionally, she could improve by providing examples of how she has contributed to enhancing code quality in past experiences.'),
(693, 81, 55, 466, 113, 'Imagine you\'re tasked with developing a feature for a web application using Django. How would you go about structuring your models and views for this feature?', 'so basically we know that Django is a very useful framework that is there in Python so yeah when implementing code for website it\'s definitely something we should use and firstly I will implement it using the object oriented programming model and try to make classes and make appropriate structure of the code and use functions wherever it is necessary so that the code is not repeatable and the language is readable so that any other programmer touching my code can understand the code and the variables that I will name would be very meaningful something that indicates what the variable is being used for and clear return types would be defined for the functions\n', 'Yoda Response: Tasked with developing a feature using Django, I will carefully structure my models and views. First, I will define the models using Django\'s ORM to represent the database schema. I must ensure that each model class is well-organized and meaningful. For views, I will create functions or class-based views to handle the logic, ensuring that each view is specific to its purpose. I will use Django\'s URL routing to map views to URLs. I will use templates to render the HTML, keeping the presentation layer separate. Following the DRY (Don\'t Repeat Yourself) principle, I will avoid code duplication. I will ensure clear and meaningful variable names and define return types for functions. Maintaining readability and consistency is essential so that other developers can easily understand and work with the code.', '6', 'Kritika\'s response shows a basic understanding of using Django and the importance of readability and non-repetitive code. She mentions using object-oriented programming and meaningful variable names, which are good practices. However, her response lacks depth in explaining how she would specifically structure models and views in Django. She could improve by detailing how she would use Django\'s ORM for models, the use of class-based views or function-based views for handling logic, and how she would adhere to the DRY principle to ensure maintainability.'),
(694, 81, 55, 466, 113, 'Suppose you encounter a performance bottleneck in a Python application you\'re developing. How would you go about identifying and resolving the issue?', 'So the first thing is to understand that what the application is about and understand where exactly in the code the problem is happening And when we encounter there is a problem in a particular code Then we would like to Then the first approach should be understanding what that particular code is doing and what would be the impact of changing that code in the application So it\'s better to first research to understand what the problem is and what is the basically basic Problem why the particular code or that particular app application is being implemented Then when we understand that particular thing, we would find out that what is the problem that is Actually happening and What could be the possible solutions for that? This should be discussed in the team and checked for the most feasible approach for this solution We could find the pros and cons of the particular solution and then in that way we can select the most feasible approach to solve that bottleneck bottleneck problem and implement that and To keep in mind that our code changes don\'t make any issues in the production level application it should be tested properly and The code review should be checked and verified\n', 'Yoda Response: Tasked with developing a feature using Django, I will carefully structure my models and views. First, I will define the models using Django\'s ORM to represent the database schema. I must ensure that each model class is well-organized and meaningful. For views, I will create functions or class-based views to handle the logic, ensuring that each view is specific to its purpose. I will use Django\'s URL routing to map views to URLs. I will use templates to render the HTML, keeping the presentation layer separate. Following the DRY (Don\'t Repeat Yourself) principle, I will avoid code duplication. I will ensure clear and meaningful variable names and define return types for functions. Maintaining readability and consistency is essential so that other developers can easily understand and work with the code.', '6', 'Kritika\'s response indicates a general approach to identifying and resolving performance bottlenecks, including understanding the application, locating the problem, researching, and discussing with the team. However, her response could be more structured and include specific steps or tools she would use to diagnose the issue, such as profiling tools or logging. She should also mention the importance of evaluating the impact of changes on the overall application and ensuring that the solution is tested thoroughly before deployment.'),
(695, 81, 55, 466, 113, 'Can you please explain how you\'ve used JavaScript to manipulate the DOM in any of your web development projects?', 'so basically I built a personal portfolio using react so as we know that DOM that stands for document object model basically is used to interact with the web so I used it in that particular project and as we use that the what we can see exactly things like event handling and selecting a particular part of the page is done through that so I implemented it in event handling where whenever I am trying to click on something then it should create a particular pop-up or something like that\n', 'Yoda Response: In my web development projects, I used JavaScript to manipulate the DOM. I built a personal portfolio using React. The Document Object Model (DOM) is essential for interacting with web pages. I implemented event handling to create dynamic interactions. For example, I made a pop-up appear when clicking a button. I selected and modified specific parts of the page using JavaScript to update content and styles dynamically. These manipulations enhanced the user experience, making the web application interactive and responsive. It is important to ensure smooth and efficient DOM manipulation for a seamless user experience.\r\n\r\nEnhanced user experience, these manipulations did, making the web application interactive and responsive. Important, it is, to ensure smooth and efficient DOM manipulation for a seamless user experience.', '6', 'Kritika\'s response shows that she has experience with JavaScript and DOM manipulation in the context of a React project. She mentions using event handling to create interactive elements like pop-ups. However, her explanation lacks detail and specificity. She could improve by providing a clearer example of how she used JavaScript for DOM manipulation, such as how she selected elements, listened for events, and updated the DOM in response to user interactions. Additionally, mentioning how these manipulations improved the user experience would demonstrate a deeper understanding of the impact of her work.'),
(696, 81, 55, 466, 113, 'In your experience, how have you ensured that the websites you\'ve developed are responsive across different devices and screen sizes?', 'So you have to build many websites using react and there is something which is there in css that we use which helps in building a responsive website and we can use things like size models like rem which basically are kind of universal you can use that for any particular device so if you are using rem then it will just be the same in every particular device if it\'s a mobile or a tablet or a laptop so something like rem or you know benefits of using css there are like particular structures where we can define that this is the screen size that you have that if it exceeds then you should keep this particular size or if it doesn\'t exceed this screen size or width or height then you should keep this particular height so this particular thing basically helps in making a responsive website be it your mobile phone or your laptop the side would not be faulty in appearance you would be able to see a visually appealing website so i use these methods otherwise in today\'s technology we have things like tailwind css which also is very useful when building a responsive website\n', 'Yoda Response:Ensure websites are responsive across different devices and screen sizes. I have built many websites using React and utilized CSS techniques, such as media queries, to define styles for various screen sizes. I use relative units like rem to maintain consistency across devices. I employ media queries to adjust layouts and elements based on screen width and height, ensuring the website looks visually appealing on mobile phones, tablets, and laptops. Additionally, I use frameworks like Tailwind CSS to simplify the process of building responsive designs. These methods ensure a seamless and consistent user experience, regardless of the device used.', '6', 'Kritika\'s response indicates she has experience making websites responsive using CSS and mentions the use of relative units like `rem` and media queries. However, her explanation is somewhat disorganized and could be more technically precise. She could improve by providing a clearer description of how she uses media queries to adjust the layout and elements for different screen sizes. Additionally, mentioning the use of frameworks like Tailwind CSS is good, but she could elaborate on how these tools specifically aid in responsive design.'),
(697, 81, 55, 466, 113, 'Could you please tell me about a time when you had to use Git for version control? How did you manage branching and merging in your project?', 'Yes, so I\'ve majorly used git in my internship. Version control was something which is a part of my project. It was very important to version controlling. So basically what I did was firstly I would take that particular package or whatever in which I have to make the code changes and I would clone it in my own IntelliJ basically. So basically that was the first step. We used git clone. So I cloned that repository and then I checked the main branch that is the standard branch that is being used and I created my own branch from that particular branch and that was another use of git there and I made all the code changes pushed in my branch so that it is visible in the branch tree and once my code was reviewed I used I mean basically I committed my code so that it is committed to the main branch. Basically I committed my code in the main branch and then finally if there was a problem if I had to revert my changes then I used git revert or there were some other git features that I used. So version control is a very major part when it comes to building projects because not there is not just one person there are too many people working on a project and making code changes and there was even a problem where my code was conflicted. There was a merge conflict with my code so that was handled like I got a learning from that that whenever you are making a code change it\'s very important to first check that if somebody else has made the same code changes and it is a very good practice to make if you are adding to some particular thing you should add it at the end so that it\'s visible completely and if everybody would add their code changes in the end then it would be something manageable and understandable.\n', 'Yoda Response: I use Git for version control often in my projects and internships. I first clone the repository using git clone to work locally. From the main branch, I create my own branch to make code changes in isolation. I push changes to my branch so they are visible in the branch tree. After code review, I commit changes to the main branch using git commit and git merge. I have handled merge conflicts by carefully resolving differences and ensuring no one else\'s changes are overwritten. It\'s important to check for existing changes before committing. It\'s best practice to add new code at the end to avoid conflicts and maintain clarity. Version control is essential for collaboration and maintaining project integrity.', '6', 'Kritika\'s response shows that she has practical experience with Git for version control during her internship. She describes the process of cloning a repository, creating a branch, making changes, and handling merge conflicts. However, her explanation is verbose and lacks clarity. She could improve by being more concise and structured in her response, clearly outlining the steps she takes for branching and merging. Additionally, she could mention specific Git commands used for these tasks and best practices for avoiding merge conflicts, such as regularly pulling changes and communicating with the team.'),
(698, 123, 4, 517, 122, 'Hello Varun, I\'m Avi from Adzip Technologies. It\'s wonderful to meet you! As one of the world\'s first autonomous AI bot interviewers, I\'m excited to discuss this opportunity with you. Please excuse any lag in our conversation; I\'m continuously improving. How has your day been so far?', 'For more UN videos visit www.un.org\n', '[Benchmark response for Q1]\n\nHello Avi, it\'s a pleasure to meet you as well. My day has been going well, thank you for asking. I\'m looking forward to our conversation today.', '1', 'Varun\'s response to the initial greeting was completely off-topic and did not address the question posed by Avi. Instead of engaging in a polite conversation, he provided a link unrelated to the interview context. This indicates a lack of awareness or preparation for the interview setting. A better response would have acknowledged the greeting and expressed enthusiasm for the interview, such as \"Hello Avi, it\'s a pleasure to meet you as well. My day has been going well, thank you for asking. I\'m looking forward to our conversation today.\"'),
(699, 123, 4, 517, 122, 'I appreciate your interest, but it seems your response might not be related to our conversation. Could you please clarify how your day has been so far?', 'God!\n', 'Response: My apologies, Avi. My day has been quite good, thank you for asking. I\'m excited to be here and looking forward to our discussion.', '1', 'Varun\'s response to Avi\'s request for clarification was dismissive and lacked any meaningful engagement. Instead of providing a thoughtful reply, he simply expressed frustration with a vague exclamation. This indicates a lack of professionalism and an inability to handle unexpected situations gracefully. A more appropriate response would have acknowledged the oversight and provided a brief update on his day, such as \"My apologies, Avi. My day has been quite good, thank you for asking. I\'m excited to be here and looking forward to our discussion.\"'),
(700, 123, 4, 517, 122, 'I\'m not sure if your response was intended to continue our conversation about the interview. Could you please clarify if you are ready to discuss the Product Manager role in the Retail domain, as outlined in the job description?', 'Yes.\n', 'Response: Yes, I’m ready to discuss the Product Manager role in the Retail domain. I’ve reviewed the job description, and I believe my experience aligns well with the responsibilities and requirements outlined. I\'m excited to explore how I can contribute to Adzip Technologies.', '3', 'Varun\'s response to the question about his readiness to discuss the Product Manager role was overly simplistic and lacked depth. While he confirmed his readiness, he did not provide any context or demonstrate his understanding of the role or how his experience aligns with it. This response fails to convey enthusiasm or preparedness for the interview. A stronger response would have included acknowledgment of the role and a brief mention of his relevant experience, such as \"Yes, I’m ready to discuss the Product Manager role in the Retail domain. I’ve reviewed the job description, and I believe my experience aligns well with the responsibilities and requirements outlined. I\'m excited to explore how I can contribute to Adzip Technologies.\"'),
(701, 123, 4, 517, 122, 'Can you briefly introduce yourself and a bit about your professional experience? Also, it would be great to know what is not already in your CV or LinkedIn profile.', 'First, can you introduce yourself?\n', 'Response: Certainly, Avi. I have over 18 years of experience in the IT industry, primarily focusing on product management and digital transformation. I’ve worked extensively with global clients across various domains such as IoT, SaaS, and Retail, managing large-scale projects and leading cross-functional teams. One aspect that might not be on my CV is my passion for mentoring younger professionals and fostering a collaborative work environment. I believe in continuous learning and often take time to stay updated on the latest industry trends and technologies.', '2', 'Varun\'s response to the request for a self-introduction was not only unhelpful but also inappropriate, as he deflected the question back to Avi instead of providing the requested information. This demonstrates a lack of preparation and an inability to engage in a professional dialogue. A more effective response would have included a concise overview of his experience and unique qualities, such as \"Certainly, Avi. I have over 18 years of experience in the IT industry, primarily focusing on product management and digital transformation. I’ve worked extensively with global clients across various domains such as IoT, SaaS, and Retail, managing large-scale projects and leading cross-functional teams. One aspect that might not be on my CV is my passion for mentoring younger professionals and fostering a collaborative work environment.\"'),
(702, 123, 4, 517, 122, 'Certainly! I\'m an experienced interviewer from Adzip Technologies, and I\'ve been working across various industries for nearly three decades. Today, I\'m here to discuss the Product Manager role in the Retail domain that you\'ve applied for. Could you start by briefly introducing yourself and sharing a bit about your professional experience? Additionally, it would be helpful to know something about you that isn\'t already included in your CV or LinkedIn profile.', 'Sure, I am a product manager.\n', 'Response: Certainly, Avi. I am a seasoned Product Manager with over 18 years of experience, primarily in the IT and digital transformation space. I’ve had the opportunity to work with global clients across various industries, including IoT, SaaS, and Retail, where I’ve led product development, managed cross-functional teams, and driven strategic initiatives. One thing that might not be on my CV is my strong focus on stakeholder management and my ability to bridge the gap between technical teams and business needs. I’m also passionate about fostering innovation and mentoring younger team members to help them grow in their careers.', '2', 'Varun\'s response to the request for a self-introduction was vague and lacked detail. By simply stating, \"Sure, I am a product manager,\" he failed to provide any meaningful insight into his experience, skills, or unique attributes that would be relevant to the Product Manager role. This indicates a lack of preparation and an inability to effectively communicate his qualifications. A more comprehensive response would have included a summary of his experience and specific strengths, such as \"Certainly, Avi. I am a seasoned Product Manager with over 18 years of experience, primarily in the IT and digital transformation space. I’ve had the opportunity to work with global clients across various industries, including IoT, SaaS, and Retail, where I’ve led product development, managed cross-functional teams, and driven strategic initiatives.\"'),
(703, 123, 4, 517, 122, 'Thank you for sharing. Could you please elaborate on your approach to requirement gathering and how you ensure that all stakeholder needs are comprehensively addressed in your projects?', 'Can you repeat?\n', 'Response: Certainly, Avi. My approach to requirement gathering is highly collaborative and structured. I start by conducting detailed stakeholder interviews and workshops to understand their needs and expectations. I also use tools like JIRA and Confluence to document and manage requirements throughout the project lifecycle. To ensure all stakeholder needs are comprehensively addressed, I prioritize open communication, regularly review requirements with stakeholders, and maintain flexibility to adapt to any changes. Additionally, I make sure to validate requirements through user stories and acceptance criteria to ensure alignment with business objectives.', '1', 'Varun\'s response to the question about his approach to requirement gathering was inadequate and unprofessional. By asking for a repetition of the question, he demonstrated a lack of attentiveness and engagement in the conversation. This not only reflects poorly on his communication skills but also raises concerns about his ability to handle discussions in a professional setting. A more effective response would have directly addressed the question, showcasing his methodology and tools used in requirement gathering, such as \"Certainly, Avi. My approach to requirement gathering is highly collaborative and structured. I start by conducting detailed stakeholder interviews and workshops to understand their needs and expectations...\"'),
(704, 123, 4, 517, 122, 'Certainly! Could you please describe a specific project where you managed requirements effectively? I\'d be interested to know about the tools you used and how you ensured traceability and change control throughout the project lifecycle.', 'Can you repeat?\n', 'Response: Certainly, Avi. One project that comes to mind is when I managed the development of an IoT-based mobile application for Johnson Controls Hitachi. In this project, I used tools like JIRA for managing the product backlog and Confluence for documentation. I ensured traceability by linking user stories to business requirements and acceptance criteria, which allowed us to track changes and their impact throughout the project lifecycle. For change control, we implemented a structured process where any changes were reviewed, prioritized, and approved by key stakeholders before being incorporated into the project. Regular sprint reviews and backlog refinement sessions also helped in maintaining alignment with the project goals.', '1', 'Varun\'s response to the question about managing requirements in a specific project was again inadequate, as he repeated his request for the question to be repeated. This indicates a lack of engagement and preparedness, which is concerning for a candidate applying for a senior role like Product Manager. His inability to provide a relevant example or discuss tools and processes suggests a significant gap in his communication skills and project management experience. A more effective response would have detailed a specific project, tools used, and the methods for ensuring traceability and change control, such as \"Certainly, Avi. One project that comes to mind is when I managed the development of an IoT-based mobile application for Johnson Controls Hitachi...\"'),
(705, 123, 4, 517, 122, 'Certainly! I was asking about your experience in managing requirements for projects. Could you please describe a specific project where you effectively managed the requirements, including the tools you used and how you ensured traceability and change control throughout the project lifecycle?', '', 'Response: Certainly, Avi. One notable project where I effectively managed requirements was during the development of an HVAC product selection software for Johnson Controls Hitachi. In this project, I used JIRA for managing the product backlog and tracking user stories, while Confluence was used for documentation and collaboration. To ensure traceability, I made sure that each requirement was linked to specific user stories, acceptance criteria, and business objectives. This allowed us to track the progress and impact of each requirement throughout the project lifecycle. For change control, we had a structured process in place where any changes were reviewed in sprint planning meetings, prioritized based on business value, and approved by stakeholders before being implemented. Regular sprint reviews and backlog refinement sessions helped in maintaining alignment with the project’s goals and ensured that all stakeholder needs were addressed comprehensively.', '0', 'Varun\'s response to the question about managing requirements was missing, which indicates a lack of engagement or preparedness to discuss his experience. Without any input, he missed an opportunity to showcase his skills and relevant project experience, which is critical for a role like Product Manager. This absence of response raises concerns about his ability to communicate effectively and provide insights into his professional background. A strong response would have included a detailed example of a project, the tools used, and how he ensured traceability and change control, such as \"Certainly, Avi. One notable project where I effectively managed requirements was during the development of an HVAC product selection software for Johnson Controls Hitachi...\"'),
(706, 124, 4, 516, 121, 'Hello Varun, I\'m Avi from Adzip Technologies. I\'m excited to meet you as one of the world\'s first autonomous AI bot interviewers. I\'m here to discuss a potential opportunity with you. Please excuse any lag during our conversation, as I am still evolving. How has your day been so far?', 'Yes.\n', '[Benchmark response for Q1 that seems to be spoken by human without any additional context or statements or special characters]\n\n\"Hello Avi, it\'s a pleasure to meet you. My day has been going well, thank you for asking. How about yours?\"', '2', 'Varun\'s response is minimal and lacks engagement. While he acknowledges the question, he does not provide any detail or warmth that would typically be expected in a professional interaction. A more effective response would include a polite greeting and a brief elaboration on his day, fostering a more conversational atmosphere. For example, he could have said, \"Hello Avi, it\'s a pleasure to meet you. My day has been going well, thank you for asking. How about yours?\"'),
(707, 124, 4, 516, 121, 'That\'s wonderful to hear, Varun! I\'m glad you\'re doing well. We have an interview scheduled now. Is this a good time for you to talk?', 'Yes.\n', 'Response: \"Yes, this is a perfect time for me. I\'m looking forward to our conversation.\"', '2', 'Varun\'s response is again very brief and lacks the enthusiasm and professionalism expected in an interview setting. While he confirms that it is a good time, he misses the opportunity to express eagerness for the conversation, which would create a more positive impression. A better response would include a confirmation of the timing along with a statement of anticipation for the interview, such as, \"Yes, this is a perfect time for me. I\'m looking forward to our conversation.\"'),
(708, 124, 4, 516, 121, 'That\'s great to hear, Varun! Let me start by introducing myself and the role we are discussing today. I\'m Avi, an AI interviewer from Adzip Technologies. We are looking at the IT Director position focused on the Retail domain, where you\'ll lead strategic IT initiatives to enhance operational effectiveness and technological advancements. This role involves managing a team, overseeing technology integration, and driving IT strategies that align with our business goals. Given your extensive experience in IT and product management, especially in agile environments and digital transformation, this seems like a perfect match. Are you comfortable with these responsibilities and the technical skills required for this position?', 'Yes\n', 'Response: \"Yes, I am very comfortable with these responsibilities. In fact, throughout my career, I’ve led similar strategic IT initiatives, particularly in agile environments and digital transformation projects. I’ve managed cross-functional teams, overseen technology integrations, and aligned IT strategies with business goals to drive operational efficiency. I believe my experience will allow me to contribute effectively to this role.\"', '3', 'Varun\'s response is once again overly simplistic and does not adequately address the question. While he confirms his comfort with the responsibilities, he fails to elaborate on his relevant experience or express confidence in his ability to fulfill the role. A more effective response would include specific examples of his past experiences that align with the responsibilities mentioned, demonstrating his suitability for the position. For instance, he could have stated, \"Yes, I am very comfortable with these responsibilities. In fact, throughout my career, I’ve led similar strategic IT initiatives, particularly in agile environments and digital transformation projects.\"'),
(709, 124, 4, 516, 121, 'Thank you for confirming, Varun. Now, could you please introduce yourself briefly and share a bit about your professional experience? Additionally, it would be great to hear about any aspects of your career that might not be highlighted in your CV or LinkedIn profile. This could include any unique experiences or achievements that you feel are particularly relevant to the IT Director role we are discussing.', 'No\n', 'Response: \"Certainly, Avi. I have over 18 years of experience in IT, primarily focusing on product management, digital transformation, and agile methodologies. I’ve had the opportunity to work with global clients across various industries, including retail, healthcare, and finance, which has given me a broad perspective on how to align technology with business objectives. In my current role at HCL Technologies, I lead teams in developing IoT and SaaS-based solutions, overseeing product roadmaps, and managing end-to-end delivery.\n\nOne unique aspect of my career that might not be highlighted in my CV is my involvement in mentoring younger talents and fostering innovation within my teams. I’ve also been part of a Center of Excellence for disruptive technologies, where we explored emerging trends like AI and IoT, which I believe would be highly relevant to the strategic IT initiatives at Adzip Technologies.\"', '0', 'Varun\'s response is not only uninformative but also dismissive, as he simply states \"No\" when asked to introduce himself and share his professional experience. This lack of engagement is concerning, especially in an interview setting where self-presentation is crucial. A more appropriate response would have included a summary of his experience, highlighting relevant achievements and unique aspects of his career that align with the IT Director role. For example, he could have said, \"Certainly, Avi. I have over 18 years of experience in IT, primarily focusing on product management, digital transformation, and agile methodologies.\"'),
(710, 124, 4, 516, 121, 'Can you please elaborate on your experience with business analysis, particularly in the context of digital transformation projects you\'ve managed?', '', 'Response: \"Certainly. Business analysis has been a core aspect of my role, especially in digital transformation projects. I’ve worked extensively on understanding business needs, mapping processes, and identifying areas where technology can drive improvements. For instance, in my role as a Product Owner for IoT and SaaS-based solutions, I conducted detailed requirements gathering through stakeholder interviews and workshops, and translated those into actionable user stories and business requirements documents (BRDs).\n\nIn digital transformation projects, I’ve focused on aligning technology with business goals, whether it’s automating processes, improving customer experiences, or optimizing operations. One example is a project I led for Johnson Controls Hitachi, where we developed an IoT-based mobile app for HVAC systems. I was responsible for conducting a thorough business analysis to ensure the app met both technical and business requirements, while also driving innovation in user engagement and product lifecycle management. My experience in this area has helped me ensure that technology solutions not only meet the current needs but also scale for future growth.\"', '0', 'Varun\'s response is missing, as no actual response was provided for this question. This absence of a response is a significant concern, especially when asked to elaborate on a critical aspect of his experience relevant to the IT Director role. An effective response would have detailed his experience in business analysis, particularly within digital transformation projects, and provided specific examples that illustrate his capabilities. For instance, he could have discussed his role in gathering requirements and aligning technology with business objectives, as outlined in the benchmark response.'),
(711, 127, 4, 523, 129, 'Hello Varun, I\'m Avi from Adzip Technologies. I\'m excited to meet you as one of the world\'s first autonomous AI bot interviewers. I\'m here to discuss a potential opportunity with you. Please excuse any lag during our conversation, as I am continuously improving. How has your day been so far?', 'Hi Avi, my day is going great, how are you?\n', 'My day has been quite productive, thank you for asking. How about you?', '4', 'Varun\'s response is polite and acknowledges the interviewer, but it lacks depth and engagement. An ideal response would include a brief reflection on his day, which would demonstrate communication skills and the ability to engage in a more meaningful conversation. For improvement, Varun could have mentioned a specific activity or achievement from his day to make the interaction more personal and engaging.'),
(712, 127, 4, 523, 129, 'That\'s wonderful to hear, Varun! I\'m functioning well, thank you for asking. We have an interview scheduled now. Is this a good time for you to talk?', 'actually I have a medical emergency so can we reschedule this interview?\n', 'Response: Yes, this is a good time for me to talk. I\'m ready to proceed with the interview.', '3', 'Varun\'s response indicates a serious situation that requires immediate attention, which is understandable. However, it lacks professionalism in the context of a job interview. While honesty is important, he could have expressed his situation more tactfully, perhaps by briefly stating the emergency and suggesting a specific time for rescheduling. This would show respect for the interviewer\'s time while maintaining professionalism.');
