1. Roles & Responsibilities: 8/10
2. Years of Experience: 6/10
3. Education Qualification: 2/10
4. Skills/Knowledge: 8/10
5. Domain/Industry: 0/10
6. Key Competencies: 0/10
7. Certifications: 0/10

Overall Summary- 
- The candidate has demonstrated experience in designing and developing machine learning and deep learning algorithms, which aligns with the requirement to design and develop scalable, robust, and secure software applications.
- The candidate has worked with Python, machine learning, deep learning, and data analysis, which suggests a strong foundation in software development and AI integration, although the resume does not explicitly mention experience with Azure services.
- The candidate's experience with Power BI and data visualization is relevant to the integration of GenAI services and the development of prompt flows for conversational AI.
- The candidate's professional experience indicates less than the required 5 to 10 years in the field, which is a potential gap.
- The resume lists a B.Tech in Bioinformatics, which does not match the Bachelor of Engineering (BE) requirement, indicating a misalignment in educational qualifications.
- Skills in Python, machine learning, deep learning, and data analysis are mentioned, but there is no direct reference to Azure Machine Learning, Cognitive Services, or other specific Azure services and tools required by the job description.
- There is no mention of domain/industry knowledge, key competencies, or certifications related to Azure services, which are critical for the job role.
- The candidate's ability to automate data extraction tasks and utilize Power BI for complex data visualization demonstrates a proficiency in some of the technical skills required, but the lack of explicit Azure experience is a notable gap.
- The resume does not provide evidence of mentoring junior developers, participating in code reviews, or collaborating with cross-functional teams, which are part of the job responsibilities.
- The candidate's readiness to travel and work in the EMEA shift is not addressed in the resume, which is a requirement for the job.