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Turning grassroots symptom reports into real-time outbreak intelligence
Early detection • Inclusive reporting • Scalable architecture
A scalable platform designed to detect disease outbreaks early by collecting real-time symptom reports from individuals, hospitals, and underserved communities.
- 📡 Multi-Channel Reporting (Web + SMS ready)
- 🌍 Rural Accessibility (low internet support)
- 🧠 Early Detection Engine (symptom spike tracking)
- 📊 Real-Time Dashboards (maps + charts)
- 🔐 Role-Based Access (user vs hospital)
- ⚙️ Scalable Backend (Node + Mongo)
- 🤖 ML Detection (coming soon)
- 📢 Alert System (SMS / Email / WhatsApp)
| Layer | Tech |
|---|---|
| Frontend | React (Vite), Tailwind CSS |
| Backend | Node.js, Express.js |
| Database | MongoDB Atlas |
| DevOps | Docker, GitHub Actions, Render |
```bash git clone https://github.com/your-username/your-repo.git cd your-repo
cd backend && npm install cd ../frontend && npm install ```
```bash cd backend && npm run dev cd frontend && npm run dev ```
```env PORT=5000 MONGO_URI=your_mongodb_uri JWT_SECRET=your_secret ```
``` User/Hospital/SMS ↓ Frontend (React) ↓ Backend (Express) ↓ MongoDB ↓ Analytics / ML ↓ Dashboard + Alerts ```
| Feature | Status |
|---|---|
| MVP | ✅ |
| Auth | ✅ |
| Deployment | ✅ |
| CI/CD | 🔄 |
| Dashboards | 🔄 |
| ML | ⏳ |
- ML anomaly detection
- SMS reporting
- Interactive dashboards
- Alert system
- NGO testing
- Global rollout
- 🦠 Outbreak detection
- 🏥 Hospital monitoring
- 🌾 Rural healthcare
- 🌍 Public health analytics
```bash git checkout -b feature/yourFeature git commit -m "Added feature" git push origin feature/yourFeature ```
MIT License
A system that converts real-time symptom reports into early outbreak detection using analytics and future ML.
Built for impact • Designed for scale • Ready for the real world
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