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Shireesh Kumar Poral Ashok Kumar
Senior Full-Stack Developer specializing in cloud-native web applications
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About
Full-stack engineer who built an oil & gas analytics dashboard backend using FastAPI, MongoDB, and Redis with a metadata-driven design for dynamic plotting. Shipped an LLM-powered chatbot (LangChain + tool/function calling) to let engineers query analytics in natural language, and also built a multi-step university chatbot workflow with Azure logging, confidence scoring, and human-in-the-loop review.
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Key Strengths
- Built full-stack MVP analytics dashboard for oil & gas monitoring
- Designed metadata-driven backend enabling dynamic, non-hardcoded plots and parameterized data extraction
- Integrated LLM chatbot with LangChain and backend tool/function calling for natural-language analytics
- Implemented multi-step conversational workflow (collecting inputs like student ID) to fetch data and answer queries
- Operationalized chatbot reliability with Azure logging, confidence-score monitoring, human review flags, and user feedback loop
- Uses maintainable Python practices: design patterns, dependency injection, async endpoints, unit testing with pytest
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