healthcare digital therapy HIPAA rehab ML Kit pose detection AI mobile app
Pt Pal — Digital Therapy Companion
Android & iOS
About
HIPAA-compliant mobile health platform with AI-powered pose detection, connecting patients with clinicians for digital therapy delivery. Features real-time exercise tracking via ML Kit, interactive prescriptions, biometric authentication, and encrypted data handling.
My Role
Built the full patient engagement platform: ML Kit pose detection for exercise counting, CameraX integration, biometric authentication, encrypted storage with Google Tink, clinician messaging, and push-driven adherence tracking.
Core Capabilities
- Clinician-prescribed exercise routines and educational content
- Video playback with audible counting and pain/RPE logging
- Integration with FitMi rehab devices and ResearchStack surveys
- Camera-based pose tracking for exercise rep counting
- Passive activity monitoring with step-counter and reminders
Architecture
- Android: AndroidX, RecyclerView, ViewPager2, WorkManager, BiometricPrompt, DataStore + Tink encryption
- Networking: Retrofit + Gson, token sync via WorkManager
- Media: CameraX with ML Kit pose detection, ExoMedia, YouTube API, MPAndroidChart
Tech Stack
AndroidX RecyclerView ViewPager2 WorkManager BiometricPrompt DataStore Tink Retrofit Gson CameraX ML Kit Pose Detection ExoMedia MPAndroidChart OneSignal Sentry