Kshitij Sarve All work
04 · HealthtechEvery claim cited

Clinical Decision Support

Turns patient context and medical guidelines into recommendations with traceable sources.

Key decision

No claim without a citation, checked by LLM evals before it ships.

My contribution

Built a retrieval workflow connecting patient context, medical guidelines and evidence.

The constraint

Recommendations need traceable sources; fluent wording alone is insufficient.

How it works

RAG brings the relevant context and medical guidelines into the answer. Claims require citations, and LLM evaluations check the output before release.

The result

Recommendations with sources that a reviewer can trace back to the supporting evidence.

Stack

  • RAG
  • LLM Evals
  • FastAPI
  • Azure