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

Overall Summary-
- The candidate, N.B.M.Sai Kishore, has a professional background as a DevOps Engineer with 2 years of experience, which is below the required 5 to 10 years for the role. This experience is somewhat relevant but does not fully meet the job requirement for years of experience.
- The candidate's education as a B.Tech in Mechanical Engineering is somewhat relevant to the Bachelor of Engineering requirement, but the specific field of study is not aligned with the software development focus of the job.
- The skills and knowledge presented in the resume are less relevant to the job requirements. While there is mention of experience with Jenkins, Maven, Docker, and Ansible, there is no direct evidence of deep expertise in Azure Machine Learning, Azure Cognitive Services, or other specific Azure services and .NET Full Stack Development skills that are critical for the role.
- There is no information provided about the candidate's domain/industry knowledge, key competencies, or certifications that would align with the job requirements, such as Azure services or .NET development.
- The candidate's roles and responsibilities in previous positions include some aspects of CI/CD pipelines, build and release management, and automation, which are somewhat relevant but do not cover the breadth of responsibilities listed in the job description, such as leading integration of GenAI services on Azure or developing scalable software applications.
- The resume does not demonstrate experience with managing document ingestion pipelines, maintaining vector databases, developing prompt flows for conversational AI, or implementing Azure AI search features, which are critical to the job role.
- The candidate's experience with cloud platforms is limited to AWS, with no mention of Azure experience, which is a significant gap given the job's focus on Azure cloud services.
- There is no mention of readiness to travel or work in different shifts, which is a requirement for the job.
- Overall, the candidate's resume does not demonstrate a strong fit for the job requirements, particularly in the areas of Azure cloud services, AI integration, and the specific years of experience required. The candidate may have foundational skills in DevOps and cloud technologies but lacks the specialized skills and experience for this particular role.