the bridge — applied AI for institutions.
a practical talk on why access is not enough, why fit matters more than hype, and what new interfaces can do to help people turn intent into working systems.
book this talk↗speaking
let's chat.
I love connecting with builders, investors, operators, researchers, and public-sector leaders working on applied AI. I usually speak about what it takes to move from impressive demos to systems people can understand, evaluate, and use — and how to pick the right tool for the problem in the first place.
formats — keynote · fireside · workshop · podcast
key topics
✺ six angles
- 01applied AI for non-technical teams and institutions
- 02matching the right ML technique to the problem
- 03tools that teach as they build
- 04shipping AI products under real constraints
- 05evaluation frameworks for applied AI systems
- 06from research to product in education and public policy
talks
two talks I give often.
evaluation before opinion.
how to evaluate AI tools before scaling them — from educational tutors to applied institutional systems.
book this talk↗