CSE (Cyber Security) · Dayananda Sagar College of Engineering, Bengaluru · Class of 2028
- 🎓 B.E. Computer Science (Cyber Security) at Dayananda Sagar College of Engineering, Bengaluru, graduating 2028
- 🌦️ Building Sanket with team Winging It for Smart India Hackathon 2026
- 🧠 Interested in machine learning, data engineering and security, especially where the data is messy and being wrong is expensive
- 🔭 Open to internships in ML, data and cybersecurity
Sanket doesn't make another weather forecast. It predicts when an existing forecast is about to go badly wrong, for every one of India's 666 districts, Day 1 to 10, and explains each prediction with SHAP.
| 📡 Data | The 20-year NOAA GEFSv12 reforecast archive, verified against ERA5, pulled with HTTP range requests |
| 🗺️ Geography | Area-weighted district means from GADM 4.1 boundaries, with the same weight table on both sides of the label |
| 🤖 Models | XGBoost error regressors and a bust classifier, with SHAP attribution for every prediction |
| 🖥️ Product | FastAPI + React/TypeScript dashboard: confidence maps, ranked alerts, and a replay of real past busts |
| ⚙️ Infra | GitHub Actions trains and ships it; a free web tier serves it. Hosting cost: $0 |
🌐 Live dashboard · 🎥 Demo video · 💻 Source
