Skills/06
Data Pipelines
Raw data in, decisions out.
The work
Scrapers, ETL jobs, monitors and alerting. I build pipelines that are boring in the best way: idempotent, observable and easy to rerun.
When the data is clean, everything downstream (dashboards, models, agents) gets easier.
What I deliver
- ETL from APIs, spreadsheets and the open web
- Monitoring and anomaly alerts on business data
- Data cleanup and consolidation across systems
- Feeds that power dashboards and agents
Tools
Proof
17 projects.
Cold Outreach Agent (Smartlead)
A daily Claude Code session that runs Black Lily's cold email program
Recursive Momentum Trader
Claude agents autonomously research a regime-routed stock model
Penn Recruit
Wrestling recruiting pipeline: crawl results, tier prospects, draft outreach
Local vs Frontier Model Benchmark
Pre-registered tests of open-weight models vs Claude on adviser documents
Medical Device DHF Traceability Audit
Design-history files parsed into a SQLite trace graph with 200 findings
Daily Market Commentary Agent
One button turns live market data into a finished daily client email
WellWatch
Three-layer AI monitor for Permian produced-water chemistry and injection wells
Inventory Sheet OCR and Matching Pipeline
Handwritten bin-count sheets to a matched, reviewable inventory file
Stock Universe (Equilibrium)
Survivorship-bias-free top-1000 US equity universe with 10 years of bars
Job-Board Automation Target Finder
Scrapes remote job posts and has Claude pick roles an automation could absorb
Cowl: Radio-Sight and Vision HUD
Phone HUD that decodes aircraft and RF signals and explains the camera view
Momentum Acceleration Ranker
Stock ranker scoring weighted returns amplified by price acceleration
AI Supply Chain Monitor
Dashboard scoring ~85 public companies across the 14-layer AI supply chain
PennySurge
Case-control study of what actually precedes 100% penny-stock surges
Business Planning Models
Parametric models that render company planning docs to PDF
AI Datacenter Equity Tracker
Static viewer of 36 AI-datacenter supply-chain stocks plus hyperscaler capex
Parts Catalog Price Matching
Fuzzy-match vendor and price-book files onto a ~10k-item master parts list