First Principles
Question everything. Build up from base truths, not inherited assumptions.
About
I’m a systems developer who designs integrated solutions for complex infrastructure problems — renewable energy, operational architecture, platform business models — running on AI-native operations I built myself.
I hold a degree in Materials Science & Engineering from Iowa State, specializing in metals, polymers, and composites. I served six years as a combat engineer in the Iowa National Guard.
My career has moved across materials, automotive, manufacturing, software, and energy — not by design. Each domain surfaced a problem that required understanding the next one. That pattern is the whole point: the hardest opportunities sit in the coordination gaps no single specialization can close.
So I built an AI-native operations platform that pairs structured knowledge with large-language-model reasoning, and I run my practice on it. It compresses the research and analysis cycles a multi-domain project would otherwise need a team to execute.
Integrating AI into legacy systems is like interfacing with a coral reef — every organization is a different set of calcified compromises.
I advocate for clean-sheet design over piecemeal integration. The insight from manufacturing: when you can accurately describe success, building new is cheaper than preserving accumulated constraints. AI doesn’t replace expertise — it compresses the iteration cycles that build it. The agents research, draft, and hold context; humans make the calls and build the relationships.
Operating principles
Question everything. Build up from base truths, not inherited assumptions.
Start small enough to start now. Action compounds faster than planning.
Sustainable pace. Smooth is fast.
Seek questions, not answers. Curiosity is a compass; confidence is a crutch.
Perspectives over egos. Get humbled sooner rather than later.