Resume
Download PDFAI + finance engineer with experience building production ML systems for signal generation, risk management, and fraud detection. Comfortable across the full stack — from data pipelines and model training to serving infrastructure and monitoring.
Experience
Senior ML Engineer · Quant Research Group
2023 — Present- Built and shipped production ML pipelines for signal generation and risk modeling.
- Designed a point-in-time feature store to eliminate lookahead bias across the quant research team.
- Led migration of legacy backtesting infrastructure to an event-driven architecture.
ML Engineer · Fintech Startup
2020 — 2023- Owned end-to-end lifecycle of fraud detection models, from data pipeline to real-time inference.
- Reduced false-positive rate by 34% while maintaining recall through improved feature engineering.
- Built internal tooling for model monitoring and drift detection.
Skills
PythonPyTorchLangChainSQLTypeScriptReactFastAPIKafkaAWSDocker