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

Overall Summary- Candidate Fitment Analysis
- The candidate, Bhushan Bende, has a strong background in software engineering with a focus on data pipeline development, API building, and automation, which aligns well with the job's end-to-end development responsibilities.
- With over 5 years of experience, the candidate exceeds the minimum requirement of 4 years, indicating a high level of relevant experience.
- Bhushan holds a Bachelor's degree in Computer Application, which is somewhat relevant to the required Bachelor's degree in Computer Science/Electronics & Communications. However, the executive PDGM and self-learning projects demonstrate a commitment to continuous learning and a strong foundation in relevant subjects.
- The technical skills listed in the resume, including Python, SQL, Kafka, AWS services, and experience with data streaming projects, match the primary skills required for the job. The candidate also has experience with GCP, which is a plus.
- While the domain/industry is not explicitly mentioned, the candidate's experience in the PR domain, investment banking, payment domain, and media monitoring suggests a versatile background that could adapt to the motorcycle brand's context.
- Key competencies such as leadership and collaboration are implied through the candidate's roles and responsibilities in previous positions, though unconventional thinking and customer advocacy are not explicitly mentioned.
- Certifications in GIT, AWS API GATEWAY, GCP KAFKA, and Streaming Pipeline Using Pyspark and Kafka demonstrate a strong commitment to professional development in areas directly relevant to the job requirements.
- The candidate's experience with Jira and Rally aligns with the requirement for familiarity with project management tools.
- The resume does not mention location preference, but given the candidate's extensive experience and alignment with the technical requirements, relocation to Chennai, if necessary, might be considered by the candidate.