AI · AI Medical Training
PartsPractice
An AI-powered training platform for medical therapists (Oxford Mtrain) — realistic patient simulations, role-playing exercises, progress tracking, and AI-generated feedback with secure access and personalized subscriptions.
AI patient simulations that help therapists train with confidence.
- Role
- Full Stack Developer
- Type
- AI Medical Training
- Stack
- Node.js · React · MySQL · ChatGPT
Problem → engineering → outcome
Limited practice access → realistic AI patient simulations
Challenge
Medical therapists need safe, repeatable practice with realistic patients, feedback, and progress tracking — without waiting for scarce clinical opportunities.
Intervention
Engineered PartsPractice (Oxford Mtrain) with AI simulations, role-play, progress tracking, and ChatGPT-powered feedback plus subscription access.
Outcome
Therapists can rehearse scenarios and receive personalized AI feedback that strengthens skills and patient care.