9 years building backend and AI systems for fintech, regtech, and healthcare — currently a Principal Engineer leading 25+ engineers on Python, AWS, MongoDB, and Kubernetes. Shipped an anomaly detection system that flagged $2.1M in fraud, and LLM infrastructure (vLLM, RAG) running in production.
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