Aegis: Flood Prediction and Disaster Assistance PWAAegis: Flood Prediction and Disaster Assistance PWA
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
I built Aegis, a Flood Prediction and Disaster Assistance System. It forecasts floods in Pakistan's river systems and helps people as water rises.
It's a PWA, so it works on a phone with nothing to install.
The goal was simple: when someone is scared and the water is coming up, the web app should show them what matters, fast. That's why the whole frontend is built around a map, and why sign-in is kept short.
For the forecasting, I trained GRU and ED-LSTM models, and the backend runs on FastAPI with Firebase.
There's also AegisAssist, a bilingual chatbot. Answers stream in as they're written, and a RAG pipeline makes it answer from real sources instead of guessing.
What do you think? šŸ‘‡
Back to feed
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started