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omidgheysar/README.md

Omid Gheysar

Applied Scientist building ML systems at the intersection of health data and AI

PhD in Computational Mathematics · Published ML research in infectious disease (Scientific Reports)

Currently building: EpiRAG

A retrieval-augmented assistant for epidemiological methodology, built over a verified open-access corpus with a full evaluation framework.

Live app · Repo

Metric Score
Faithfulness 0.95
Answer Relevancy 0.98
Contextual Precision 0.82

Python LangChain Pinecone OpenAI

🌐 Website · 💼 LinkedIn

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  1. epi-rag epi-rag Public

    Production RAG architecture for epi methodology Q&A: Pinecone retrieval, LangChain orchestration, Streamlit frontend

    Python

  2. micklynch/ReferWell micklynch/ReferWell Public

    Helping doctors refer their patients to specialists using AI Agents

    Jupyter Notebook 2 1

  3. TransPhyloFork TransPhyloFork Public

    Forked from xavierdidelot/TransPhylo

    Reconstruction of transmission trees using genomic data

    R

  4. langchain-academy langchain-academy Public

    Forked from langchain-ai/langchain-academy

    Learning LangGraph

    Jupyter Notebook