Aapda Mitra is an advanced disaster management platform combining AI-powered forecasting, emotional support, and volunteer coordination to help agencies and citizens respond better to natural calamities like floods and droughts.
Aapda Mitra leverages cutting-edge technologies like LSTM, XGBoost, BERT, and Gemini API to:
- 🔮 Forecast disaster risks over the next 10 years
- 🌧️ Provide real-time flood/drought prediction using monsoon, drainage, and deforestation data
- 📢 Analyze tweets & Reddit posts to detect early disaster signals using BERT
- 🆘 Enable users to submit help requests in real-time
- 💬 Integrate a mental health chatbot for PTSD & trauma support
- 🧭 Match volunteers dynamically based on live requests
- 📘 Offer disaster preparedness guides & state-wise emergency contacts
| Frontend | Backend & ML Models | APIs & Libraries |
|---|---|---|
| Next.js + TypeScript | Python, Flask/FastAPI | Gemini API (Mental Health) |
| Tailwind CSS | Random Forest, XGBoost, LSTM | DeepSeek, BERT (NLP) |
