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

Descriptive Analysis: 
Overall Summary-
- The candidate has over 2 years of hands-on experience in ChatBot Development, which is somewhat relevant to the requirement of software development experience but falls short of the 5-10 years specified.
- The candidate holds a B.Tech in Electrical, which is not a direct match to Bachelor of Engineering (BE) but is considered equivalent in many contexts, hence the high score.
- Skills in NodeJS, Microsoft Bot Framework, and JavaScript are mentioned, which align with the Azure Bot Service and .NET development skills required. However, the resume lacks explicit mention of many primary skills listed in the job requirements, such as Azure Machine Learning, Cognitive Services, and extensive Azure services experience.
- The candidate has experience with chatbot development using Microsoft Bot Framework and Node.js, which indicates some level of expertise in AI integration and Azure cloud services, but the depth of this expertise is not clear.
- The candidate has demonstrated leadership by leading the integration and customization of services within chatbot applications and has received recognition for their work, indicating some mentoring abilities and strong communication.
- Certifications from Kore.AI and Udemy for OpenAI API and CHAT GPT for developers are relevant to the AI integration skills required but do not cover the full breadth of Azure services and .NET development skills specified in the job requirements.
- The candidate's professional experience as a System Engineer at Tata Consultancy Services (TCS) and their project implementation leveraging OpenAI technologies show a degree of alignment with the key competencies required for the role. However, the experience is limited to 2+ years, which is below the required range.
- The resume does not provide evidence of experience with Azure DevOps, CI/CD pipelines, Azure API Management, Data Factory, Databricks, Cosmos DB, SQL Database, or other specific Azure services and .NET full-stack development skills mentioned in the job requirements.