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Snehitha Kola
Mid-level AI Software Engineer specializing in LLM applications and backend systems
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Full-stack engineer with hands-on experience shipping production AI in a clinical data setting, including an end-to-end workflow that converts unstructured clinical notes into structured analytics-ready data. Stands out for combining React and backend engineering with practical LLM reliability techniques, delivering measurable gains in extraction accuracy (+30%) and analytics responsiveness (+40%).
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Key Strengths
- Owned and shipped production AI clinical data extraction end-to-end
- Full-stack delivery across React frontend and Python/FastAPI backend
- Strong LLM reliability engineering with validation, retries, and fallback handling
- Improved extraction accuracy by 30%
- Improved analytics responsiveness by 40%
- Turns ambiguous zero-to-one AI problems into shippable products
- Designs intuitive AI workflows for non-technical users
- Performance optimization across APIs, SQL, and frontend rendering
- Uses user corrections and edge-case evals to drive iterative product improvement
- Pragmatic cross-functional collaboration through API contracts and shared sample responses
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