Projects
Things I've built. ML training products, AI tools, and whatever I dive headfirst into next.
Company Work
TrainerRoad
2020–PresentTrainerRoad AI
Took TrainerRoad from reactive to predictive. Simulation engine that runs hundreds of scenarios to find the right workout. Close to 100k athletes use it.
TrainerRoad
2026–PresentPulse
An internal AI layer that connects Slack, Zoom transcripts, GitHub, Zendesk, and our forum into one conversational tool. Ask it where a project stands. It runs daily digests, links bugs to the code that broke them, and surfaces work falling off track. Available in the terminal via Claude Code or as a Slack app.
TrainerRoad
2017–2020Adaptive Training
The foundation that made TrainerRoad AI possible. ML system with Progression Levels, Workout Levels, and real-time plan adjustments. Cut athlete workout failure rates by 48%.
TrainerRoad
2025TrainerRoad x Zwift
Where fun meets fast. Shipped the TrainerRoad-Zwift integration so athletes could do structured TrainerRoad workouts inside Zwift. Two months, small team, direct partnership with Zwift.
TrainerRoad
2025–PresentTrainerRoad Accounting Hub
Live financial intelligence for TrainerRoad. Pulls directly from the QuickBooks Online API to give the team real-time projections, P&L analysis, outlier detection, and growth scenarios. Killed the static quarterly forecast spreadsheet and replaced it with a model that's always current.
Personal Projects
Personal Project
2026–PresentNorthStar
I wanted a simple way to track my investment projections over time and see if I was on track for retirement. So I built one. Monte Carlo simulation, CFP-grade tax modeling (federal + state, TCJA sunset, ACA, IRMAA), Social Security joint claim optimizer, and stress tests for real-life events like job loss, long-term care, and losing a spouse.
Personal Project
2026–PresentTripl
I had a crappy Google Sheet for tracking HSA expenses. Then I opened Claude Code and had a working product in an hour. That was my oh-shit moment. Tripl is now live on the App Store with AI receipt parsing, smart lump-sum reimbursement, and a native iOS app.