AetherTraffic: Physics-Informed AI for Proactive Parking Enforcement & Congestion Recovery | Flipkart Gridlock 2.0
Machine learning pipeline for the Flipkart Gridlock 2.0 Hackathon. Predicts Bengaluru traffic demand using advanced spatio-temporal feature engineering and gradient boosting.
🚦 Machine Learning solution for Flipkart Gridlock Hackathon 2.0 using LightGBM and real-world Bengaluru traffic data. Public LB Score: 89.66.
Traffic Demand Prediction solution for Flipkart Gridlock 2.0 using CatBoost, feature engineering, and 5-fold cross-validation. Achieved a public leaderboard score of 89.11.
Flipkart Gridlock Hackathon 2.0 - Prototype Round 2
Predictive event-impact forecasting and resource recommendation system for Bengaluru traffic police, built for Flipkart GRiD 2.0, Bengaluru's Astram event data.
AI-Powered Event Traffic Forecasting & Response System for Bengaluru. Built for Flipkart Gridlock Hackathon 2.0 (Theme 2).
AI-powered event traffic intelligence system, for Bengaluru Traffic Police. Built for, Flipkart GRIDLock 2026 — Round 2.
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