Questions

The questions I’m still orbiting—and the futures we might make by asking them together.

Perspective

Notes on AI, education, institutions, and the human choices shaping what comes next.

Working theories, useful provocations, and unfinished ideas—an invitation to think alongside me.

Projects, prototypes, and partnerships turning shared curiosity into something useful.

AI deployment, education,
and useful experiments—built with people, not around them.

I care about progress people can actually feel: ambitious enough to matter, human enough to last.

Deployments, experiments, and collaborations—what changed, what endured, and what I learned with the people doing the work.

Get in touch

The values underneath the work: human dignity, useful progress, generous curiosity, and the people it should serve.

The path here—what I’ve built, what I’ve learned, and the people and places that shaped how I work.