Builder · Researcher · Systems thinker

I build useful systems for complicated, real-world questions.

Software, research, hardware, and civic tools—followed from the first question through a working artifact, the evidence, and what did not work.

Available services

Work with me on a focused build or decision.

I turn selected project methods into fixed, inspectable scopes. Every offer states the evidence boundary, price, delivery shape, and work that still belongs to the buyer.

Public workshop

The Lab turns selected ideas into things you can use.

Small tools, interactive explanations, and experiments will live beside the project record. SkillTube is first at the bench.

Enter the Lab

The through-line

The medium changes. The habit does not: find a problem worth understanding, build the smallest honest system that can test it, and document the result well enough for someone else to inspect.