AI with a life
beyond the chat box.

I’m Auston. My background spans healthcare, operations, and hands-on AI engineering. Healthcare and operations keep me thinking about the person using a system: what they need to accomplish, what can go wrong, and whether the thing we built actually helps.

Curiosity drives the range of projects here. I want to know whether an AI can maintain continuity, work across my tools, or become useful inside a specialized domain. Building gives those questions somewhere concrete to go—and usually reveals harder questions underneath.

I like working through the whole problem: shaping the experience, connecting the parts, running the infrastructure, and testing the assumptions. Sometimes that means building a product. Sometimes it means building the machinery it needs. Sometimes an experiment tells me to keep the simpler approach.

That combination of curiosity and practical responsibility is what I bring to a team. If you’re working on a difficult problem and want someone who will get deeply involved in making it work, I’d like to talk.