CareAPP — Hospital System
Modular hospital system with clinical risk prediction — built for Keralty.
Tech stack
Description
Modular hospital system with REST API for patient, appointment, and clinical report management. Diabetes risk classification model (scikit-learn) deployed as a REST endpoint on Google Cloud Run and integrated with the hospital system.
The problem
Keralty needed to digitize patient management, appointments, and clinical reports, and integrate a diabetes risk classification model as a REST service accessible from the existing hospital system.
Architecture
Modular REST API in Flask (Python) with JWT authentication. MySQL database managed with SQLAlchemy. Scikit-learn model (diabetes risk classification) packaged as an independent microservice and deployed on Google Cloud Run. React frontend consuming the endpoints. Clinical data processed with Pandas.
Results
- Modular APIs for patients, appointments, and clinical reports
- Deployed on Google Cloud Run
Interested in this kind of work?
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