Lab
Things I've built to think through problems. Interactive demos, prototypes, and experiments exploring what AI-era learning infrastructure might look like.
Synthetic Learner Generator
A tool for generating realistic synthetic learner personas to stress-test AI tutoring systems against the diversity of real students.
experiment
Learn by Graph
A hands-on exploration of building knowledge graphs for education—what they are, how to construct them, and what they make possible.
experiment
LLM as Judge
Applying LLM-as-Judge to AI tutoring evaluation. A work in progress.
experiment
Wayfinder
A curiosity-first learning tool that embraces wandering over structure—exploring what learning looks like without a predetermined path.
experiment
This Site
An experiment in building with AI and sharing imperfect ideas—because in the age of polish, messy thinking is the real currency.
active
Knowledge Graphs in Action
Interactive demo showing how structured knowledge graphs can diagnose learning gaps and guide targeted interventions.
experiment
Career Path Navigator
AI-powered career assessment that helps people find clarity on career direction and the educational pathways to get there.
experiment