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

Overall Summary- Candidate Fitment Analysis
- The candidate has demonstrated experience in software development, particularly in web development with React and Node.js, which aligns with the requirement to write clean, maintainable, and efficient code, and participate in all phases of the software development lifecycle.
- Although the resume does not explicitly mention collaboration with cross-functional teams, the experience in web development projects suggests some level of teamwork and engagement in peer code reviews, which is somewhat relevant to the job requirements.
- The candidate's experience is slightly over the required 0 to 1 year, but given the "very generous" strictness level, this is considered a minor deviation.
- The candidate holds a Bachelor of Engineering degree in Computer Science with a CGPA of 8.2, exceeding the minimum CGPA requirement of 7.5.
- The resume does not explicitly mention Python, Flask/Django, or JavaScript frameworks like React, Angular, or Vue.js, but the candidate has experience with React and JavaScript, which is somewhat relevant to the required skills.
- The candidate's domain knowledge in IT software development is evident from their academic projects and experience, which is highly relevant to the job requirements.
- Key competencies such as effective communication skills, a proactive attitude, a willingness to learn, teamwork, and a commitment to quality are implied through the candidate's research paper publication, hackathon participation, and involvement in an NGO.
- There is no mention of certifications related to the primary skills required, which results in a low score in this area.
- The candidate's extracurricular activities and the proactive approach to learning and contributing to projects demonstrate a continuous improvement mindset and the ability to work in a team environment.