Description
Led end-to-end development of a pioneering virtual physiotherapy solution featuring real-time motion analysis:
🚀 Core Innovation
- Virtual Physiotherapy Assistant
- Real-time angle detection using MediaPipe
- Motion comparison with benchmark exercises
- Speech synthesis for guided therapy
- 70% performance boost on low/mid-range devices
🏗️ Technical Architecture
-
Full-Stack Implementation
- Web & Mobile applications (React.js)
- REST APIs (NestJS, FastAPI)
- Clinical workflow management
- Push notification system
- MediaPipe
- Yandex Cloud (Kubernetes)
- Helm Charts
-
Cloud Infrastructure
- Deployed on Yandex Cloud
- Kubernetes orchestration
- Serverless functions
- Infrastructure as Code (Terraform CDK)
💪 Performance Optimization
- Conducted extensive device benchmarking
- Implemented performance optimizations
- Achieved cross-device compatibility
- Optimized real-time processing
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