At Citi Bank, I architected an agentic LLM workflow that analyzes client-product manager meeting transcripts for policy compliance. It combines transcript processing, policy retrieval, violation detection, summarization, and evidence extraction.
I engineered a RAG pipeline and optimized long-context processing to ground assessments in policy documents and handle extended transcripts. I also exposed structured compliance results through FastAPI and implemented PostgreSQL persistence and human-in-the-loop review workflows.
Earlier at Citi Bank, I migrated Java and Spring applications, delivered platform upgrades and database-mapping migrations, and built 500+ JUnit 5 test cases. At Fidelity International Limited, I designed an AI application that generated complex SQL queries from natural-language inputs; on a personal project, I evaluated Gemini for tweet classification, achieving 85% accuracy.
