Input
A problem comes in
Yours or mine.
AI SYSTEMS ARCHITECT · SF BAY AREA
I design and build AI systems for small businesses, and I run my own one-person company on one. Tell me the problem. I’ll tell you if it’s worth building, then build it.
01 — THE SYSTEM
Everything below came out of this system. I built it, I run it every day, and it’s the same architecture I bring to client work.
Input
Yours or mine.
Agents
Research agents check the facts first.
Human
I make the call, with the evidence in front of me.
Agents + tests
Engineering and design agents do the work. Tests check it.
Output
Not a deck. Not a demo.
02 — SHIPPED

Live, private beta
A gym app. Open it at the gym, know what to do next, see how to do it, log it, move on. I use it every workout.

Live, free
An interactive periodic table for chemistry. 118 elements, 12 calculators, study mode with spaced repetition. No ads. Works offline.

Live, beta
A Discord community bot. Moderation, roles, rules and onboarding, levels and leaderboards. Running on a live server now.
03 — HOW I WORK
In your words. What it costs you, where it hurts.
I tell you what I’d build, and why. If it’s not worth building, I’ll say so.
I build it, you use it. A working system, not a slide deck.
I keep it running and improve it as your business changes.
04 — ABOUT
Before this I did data infrastructure contracting for hospital systems. Now I build AI systems full-time: my own products, my own company OS, and builds for small businesses. I use what I ship.