- built a 45-node supply graph in databricks sql with criticality ranking, validation checks, and a duckdb test runner
- designed shared unity catalog schema contracts and derived typed disruption labels from customs and shipment records
- engineered a numpy/scipy monte carlo simulator and greedy ordering policy, ranking bottlenecks by counterfactual shocks
projectshover for detailstap for details
nov 2026
oct 2026 — present
- built a typescript discord bot merging canvas ical, google calendar, and google tasks (oauth 2.0) into cron-scheduled plans
- implemented groq llm intent parsing into structured json commands to create, edit, and delete events behind button confirms
- engineered a bus router over mtd transit schedules and a token-authed node.js rest api serving an offline-capable pwa
jun 2026 — sep 2026
- pytorch simulator for synchronous data-parallel training, decoupling the sync mechanism from the sync policy
- shards data with random_split, with an independent dataloader driving each multiprocessing worker
- compares convergence across sync intervals via per-epoch loss and accuracy on every worker
apr 2026 — jul 2026
- python/wsgi app parsing uspto filings from the pdf text layer, with an ocr fallback for scanned documents
- regex extraction of docket, serial, and confirmation numbers, dates, and statutory deadlines
- openpyxl pipeline exporting a workbook that syncs into a firm's master docket tracker
apr 2026 — jul 2026
- real-time cv pipeline classifying 3 face and pose states at 25 fps with mediapipe face mesh and opencv
- detects smiles via mouth aspect ratio and raised hands via wrist-to-shoulder offset
- priority layer (hands up > smiling > neutral) emits one deterministic emoji overlay per frame