A human-first AI developer working in education.
I build EdTech that starts from what learners and educators actually need. I came to it through tutoring tables and peer mentoring rather than a classroom of my own — and I treat the ethical and philosophical questions about technology and intelligence as part of the engineering, not a footnote to it.
Interleaf
A cross-domain practice scheduler that decides which skill you should practice next, and for how long — scoring every skill against memory decay, difficulty urgency, fatigue, and prerequisite readiness.
ASSISTments — mastery learning service
A Bayesian Knowledge Tracing model that predicts student math-skill mastery in real time — built as a compass for teachers, explicitly not as surveillance.
If you work in schools, research, or you're building something adjacent — I'd like to hear about it.