Speaking

I love connecting with builders and enablers working on AI and education. I usually speak about the engineering reality behind the hype - and what it takes to build learning systems that actually work.

Formats: keynote, fireside, workshop, podcast

Let's Chat

Key Topics

Building AI tutors that are actually accessibleEvaluation frameworks for learning + AI systemsHuman-in-the-loop design for education workflowsShipping AI products under real constraintsAI as interface: from tools to collaboratorsFrom research to product in education

The AI-Native University

A deep dive into how personalized learning systems can replace the industrial model of education.

Keynote / Workshop

Evaluation Before Opinion

How to measure the effectiveness of AI tutors beyond simple engagement metrics.

Technical Talk