EYE LEARN lets Bachelor of Nursing students replay their patient-simulation sessions frame by frame, with their own gaze data overlaid — turning a vague “how did that go?” into something they can see. Built with the School of Health and the School of Engineering and Architecture of Fribourg, it won the 2021 HES-SO Innovation in Education Prize.
Architecture
A Next.js interface handles replay for students and management for teachers. Behind it: a Python REST API, a MySQL store, a Redis queue, and a worker that runs the gaze-detection models over each video — all behind a Traefik proxy for routing and TLS.
Impact
114 nursing students have run through EYE LEARN across five sessions. It produced several research papers and talks at international conferences. I built it at the HumanTech Institute, where the two schools keep developing it.