FEATURED SYSTEMS
HEALTHCARE · DBT · DUCKDB
healthcare-cost-analytics
Medicare Part D cost drivers from raw CMS data — price vs utilization decomposition, tested end to end.
REAL-TIME · FLASK · SSE
realtime-market-charting
Live multi-quadrant charting platform built from scratch. Demo mode runs the full stack with no data vendor.
PERFORMANCE · NUMPY
vectorized-backtest-engine
Event-study engine for billions of 1-minute bars — vectorized group ops benchmarked 182x over pandas.
DOCUMENT AUTOMATION
report-booklet-toolkit
Print-safe, hyperlinked multi-page PDF reports — raster pages with a vector link overlay, at scale.
PIPELINES · AUTOMATION
job-alerts-pipeline
10+ sources scored by a deterministic rubric, delivered to Telegram minutes after a job posts.
C# · NINJATRADER 8
QE Full-Day Sessions
Commercial real-time session/level indicator. Source private.
ABOUT
17 years in healthcare-payer finance & analytics — Anthem, Aon, Willis Towers Watson, BCBS-NC, Wellnecity — building the pipelines, reconciliation systems, and self-serve reporting that take manual work off analyst teams. Named AI SME for enterprise Claude / agentic adoption.