MyMedicalHUB2024 — 2025iOSAI & ML
Atlas Athlete
AI fitness assistant using on-device pose estimation and NLP injury-risk classification for personalised training.
Atlas Athlete takes the same musculoskeletal assessment engine behind EMMA and points it at athletic performance rather than clinical rehabilitation. A full-body movement screen runs from the phone — no wearables, no sensors — and produces a picture of asymmetry, imbalance and movement inefficiency.
My work covered the on-device pose estimation pipeline and the NLP models used for injury-risk classification, plus the real-time movement feedback that turns a raw pose stream into something an athlete can act on mid-set.
Highlights
- Full-body screen covering 350+ joints and motion patterns from a phone camera.
- Injury-risk classification driving personalised exercise recommendation.
- Real-time movement feedback during exercise.
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