AI & Automation

How I use AI to build products and systems, where I set the standard, where it helps, and how I check the work when it says it is done.

I built SaberIQ for my nephew because I wanted to teach him the subtleties of baseball. Claude is built into the data views to help explain what the numbers mean.

I built a backup that runs unattended on four triggers. When a filesystem deadlock stopped it, I traced the failure and changed the system so it could recover.

I made nearly 100 case-study decks in one design language, then built a pipeline to turn them into this site. This page is one of its outputs.

I use one agent across Todoist, Linear, GitHub, Gmail, Calendar, and Drive. I built checks and rollback paths so I can trust it with bulk changes.

I built Vael with AI in the loop, took it to handoff, then rebuilt it in the open after the original project was shelved.

I designed a concept that explains an AI patient risk score, lets clinicians override it with a reason, and brings social needs data into the same workflow.

I designed the foundation of an AI health companion that records a doctor's visit and gives the patient a plain-language summary. I took it from wireframes to a clickable alpha, and the founder built and shipped the app on that work.