AI is a decision about where judgment belongs.

I’m a researcher and AI strategist. I work at the intersection of research, strategy, AI, and product development — figuring out where intelligent systems earn their place, how people and AI should share the work, and whether the result is actually useful.

My strength is translation: turning evidence into practical tools, methods, and decisions teams can act on. Evaluation harnesses, workflow models, and shared definitions of quality that outlast any single study.

I support product teams, product and organizational leaders, researchers, and cross-functional groups working on complex enterprise systems — usually early, when the question is still what to build and why.

Outside of work, I’m usually off-roading around Red River Gorge, swimming with dolphins, or settling into a seat for a Broadway musical.