1. Roles & Responsibilities: 8/10
2. Years of Experience: 10/10
3. Education Qualification: 6/10
4. Skills/Knowledge: 7/10
5. Domain/Industry: 10/10
6. Key Competencies: 9/10
7. Certifications: 5/10

Overall Summary-
- The candidate's resume suggests a strong alignment with the roles and responsibilities required for the position. They appear to have experience collaborating with teams, developing, and maintaining software, which is evidenced by the projects or roles they have undertaken.
- The candidate perfectly fits the years of experience criteria, having 0 to 1 year of experience in software development, which is ideal for the job requirements.
- The education qualification is somewhat relevant; while the candidate may have a Bachelor's degree, the resume does not explicitly state a Bachelor of Engineering (BE) or the CGPA, which could be a minor misalignment.
- In terms of skills and knowledge, the candidate seems to have a good foundation in Python and full-stack development, including familiarity with front-end and back-end technologies, which is very relevant to the job requirements. However, the resume lacks explicit mention of experience with specific libraries like NumPy or pandas, or frameworks like Flask or Django, which leads to a slightly lower score.
- Since no specific domain or industry knowledge is required for the job, the candidate's experience is considered highly relevant.
- The candidate exhibits key competencies such as effective communication, a proactive attitude, willingness to learn, teamwork, adaptability, and a customer-centric approach, which are crucial for the role.
- For certifications, the resume does not provide clear evidence of certifications directly related to the primary skills required for the job, such as Python or full-stack development, which results in an average score.
- The overall context of the resume suggests that the candidate possesses the necessary competencies and skills for the job, with minor gaps in education specifics and certifications that could be overlooked given the 'very generous' strictness level.