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Anagha Rumade
Senior Applied AI/ML Engineer specializing in GenAI, LLMs, RAG and agents
Palo Alto, CaliforniaApplied AI/ML Engineer9 years experienceSeniorFinancial ServicesTechnologyGovernment
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About
Applied AI/ML Engineer at JPMorgan Chase who led a banker-facing LLM chatbot from an OpenAI-API POC to a production RAG workflow, including hallucination mitigation, automated evaluation in SageMaker, and operational monitoring with Dynatrace. Also delivers external technical education—hosted a hands-on Grace Hopper Celebration 2025 workshop teaching LangChain/LangGraph agentic workflows.
Experience
Applied AI/ML EngineerJP Morgan Chase
Data ScientistFig
Data AnalystFire Department New York
Education
Stevens Institute of Technologymaster, Information Systems (Business Intelligence and Analytics specialisation) (2016)
NMIMSbachelor, Computer Engineering (2012)
Key Strengths
- Took an LLM chatbot from POC to production as technical lead (banker-facing internal RAG system)
- Built and led a small team to deliver an initial prototype, then scaled to a production workflow
- Designed hallucination-mitigation approach using strict context grounding and component separation
- Implemented automated evaluation pipeline in SageMaker (exact match + lexical similarity checks)
- Operated production system with monitoring/alerting and on-call processes (Dynatrace, user comms banners)
- Uses product adoption metrics to diagnose issues (abandonment rate, top-1/top-6 click-through)
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