Built before AI
Learned the whole stack the long way.
Products built from a blank repository: interface, application logic, data, infrastructure, deployment, and the awkward edges between them.
I buildthe whole thing.
Fifteen years of full-stack product judgment. Now multiplied by AI.
AI
Agentic workflows directed with context: more useful work in flight, with judgment still in the loop.
Software developer · system builder · independent operator
Follow the signalExperience, multiplied
Judgment, then velocity.
Amplified by AI
Directing more capability, not outsourcing thought.
I orchestrate agentic coding, research, testing, and iteration with the context to separate a fast answer from the right one.
Accountable throughout
One person who can own the outcome.
Fewer handoffs, tighter feedback, and a direct line from the original problem to what reaches production.
Selected operating environments
Real systems. Real constraints.
Operational software
Freight & logistics
Complex workflows where state, timing, exceptions, and human judgment all matter. Built to make dense operations clearer and dependable.
Service platforms
Hospitality
Guest and staff experiences where invisible systems have to support high-touch service without getting in the way.
Independent delivery
Zero-to-production systems
Products shaped, built, shipped, and operated end to end—today with AI-native workflows extending the reach of one experienced developer.
How I work
One accountable operator, from question to production.
- Frame
Find the real constraint before multiplying effort.
- Shape
Turn ambiguity into a system that can be reasoned about.
- Build
Use AI aggressively, review it with experience, ship in loops.
- Run
Own reliability, feedback, and what happens after launch.
Available for select contract and consulting work