BuildingAbout
Operator first. Engineer second. Shipping always.
What I do
I founded Intent Solutions as an applied AI engineering company. We work on the gap between what a model can do and what a team can reliably put into production.
Engineering, Labs, Evals, Demos, Learn, and our open-source tools are connected parts of that company. A useful implementation can also produce evidence, a reusable component, a product, or a lesson for the next team.
The goal is customer independence: define the outcome, build and test the system, then transfer the knowledge needed to operate and evolve it. Ownership, operating access, documentation, and a handoff plan belong in the scope from the start.
How I got here
The ops years are why the systems ship — reliability habits came before the code.
- United States Marine Corps veteran
- The Citadel graduate
- 20 years of operations leadership before software
- Self-taught developer
- Now an AI architect
What I believe
- Evidence over adjectives — the homepage numbers are live for a reason.
- I build what I sell.
- Simple survives.
- Enforcement travels with the code.