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Sahithya Godishala
Mid-level AI/ML Engineer specializing in GenAI, LLMs, RAG, and MLOps
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About
Built and deployed a production LLM-powered RAG document intelligence/Q&A system for healthcare prior authorization, reducing manual medical document review time and improving decision efficiency. Strong in end-to-end LLM application engineering (LangChain/LangGraph), retrieval quality improvements (hybrid search, embedding tuning, chunking strategies), and rigorous evaluation/monitoring for reliability.
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Key Strengths
- Built and deployed production LLM/RAG document intelligence system for healthcare prior authorization
- Improved retrieval accuracy via chunking/overlap experimentation, embedding tuning, and hybrid retrieval
- Designs reliable multi-step agent workflows using LangGraph (stateful graphs, tool/API integration)
- Establishes measurable evaluation for LLM systems (retrieval relevance, response quality, latency, hallucination rate) with automated tests and monitoring
- Effective collaboration with non-technical healthcare operations stakeholders using demos and iterative feedback to refine prompts/retrieval/output
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