.png){kind=logo}
Gagan Reddy Konani
Mid-level Machine Learning Engineer specializing in LLMs and RAG for healthcare
Connect with Gagan
Gagan already has a relationship with Reval, so a warm intro from us gets a much better response than cold outreach.
Recommended
Already have an account?
About
AI Engineer (Medtronic) who deployed a production RAG-based clinical assistant grounded in curated biomedical literature (no patient-identifiable data). Deep hands-on experience orchestrating and hardening LLM workflows with LangChain/LangGraph, including stateful agentic flows, rigorous testing, and evaluation; reports a 72% accuracy improvement through retrieval enhancements (query rewriting, multi-query expansion, MMR reranking).
Experience
Education
Key Strengths
- Built and deployed a production RAG-based medical chatbot for healthcare professionals
- Improved retrieval performance via query rewriting, multi-query expansion, and MMR reranking (reported 72% accuracy boost)
- Strong focus on reliability: structured agent/workflow design with Pydantic I/O and multi-level testing (unit/integration/regression)
- Pragmatic model/retrieval/prompt selection driven by constraints (accuracy, latency, cost, risk) with offline evaluations
- Experience operationalizing agentic workflows with LangGraph (state, branching, retries, failure recovery)
- Effective cross-functional collaboration with clinicians; iterated via demos/prototypes and translated needs into technical design
Discover more candidates like Gagan
Search across thousands of pre-screened, high-quality, high-intent candidates on Reval.
Search Talent