Usmania SoftAI IDEA PLATFORM
🤖 Artificial Intelligence & Machine Learning
Intermediate
$5k - $25k
Automated Predictive maintenance platform for hospitals
An automation platform that removes repetitive predictive maintenance work for hospitals, saving them hours every single week.
- Target audience
- Hospitals
- Problem solved
- Access to quality predictive maintenance is limited for hospitals, especially outside the big cities.
- Solution
- Build an MVP with PyTorch and TensorFlow, validate with 20 pilot users, then expand features based on real feedback.
- Technologies
- PyTorch, TensorFlow, Python
- Monetization
- Custom model training; Model marketplace revenue
- Challenges
- Model hallucinations; Privacy compliance
- Improvements
- Add a mobile app with offline mode for low-connectivity users.; Add API access so other businesses can integrate with the platform.