A replayable streaming pipeline that detects unusual behavior in high-volume event data and explains each alert.
Projects
End-to-end work across data engineering, machine learning, applied AI, and product engineering.
2026
A retrieval system for trustworthy answers over real documents, with citations, evaluation, and explicit failure handling.
A reproducible forecasting workflow that compares models against honest baselines and exposes uncertainty through a decision interface.