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Manish Mallikarjuna Devatha
Principal Applied Scientist specializing in ML systems and Generative AI
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About
Built and owned an end-to-end agentic RAG chatbot platform for Baptist Health that helped clinicians access policy and clinical documents faster, reducing manual lookup by 80% and delivering about $2M in annual savings. Brings strong healthcare GenAI production experience, including HIPAA-aligned governance, PHI redaction, observability, evaluation, and scalable Python/Kubernetes deployment practices.
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Key Strengths
- Owned end-to-end production AI system delivery
- Built healthcare agentic RAG platform for clinicians
- Drove 80% reduction in manual lookup
- Generated approximately $2M annual savings
- Strong productionization of GenAI systems
- Deep healthcare AI governance and HIPAA compliance expertise
- Implemented observability, evaluation, and drift monitoring for LLM systems
- Improved trust, reliability, and adoption in a regulated environment
- Balanced cost, latency, quality, and safety through chunking and caching optimization
- Designed modular Python REST services with strong testing and CI/CD
- Improved team velocity and reliability through standardization and rollback mechanisms
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