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Anirud Mohan
Intern AI/ML Software Engineer specializing in RAG and medical AI
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About
ML/LLM engineer with production experience building medical RAG systems to automate chart review, including retrieval + re-ranking and rigorous evaluation. Notably uncovered errors/bias in physician-curated ground truth by tracing answers back to source note chunks and presented evidence to an academic partner, accelerating deployment. Also built a RAG-based FAQ chatbot for a health insurance company and delivered it to non-technical stakeholders via demos.
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Key Strengths
- End-to-end production deployment of an advanced RAG pipeline
- Identified and proved bias/errors in physician-curated ground truth, preventing wasted development effort
- Methodical, component-by-component optimization (embeddings, retrieved/re-ranked chunk counts)
- Strong evidence-based communication with external stakeholders (university) using model reasoning + source chunks
- Pragmatic deployment/security approach (offline model caching, split containers, Cythonized code)
- Able to translate AI value to non-technical stakeholders via real-world examples and live demos
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