AI-Driven Road Accident Prediction System (Mar 2025): Developed a hybrid rule-based and ML (Random Forest) system with 85% accuracy, integrated 3 live APIs for real-time risk analysis, enabled hotspot visualization via geospatial heatmaps, and improved model accuracy by 15% through real-world feedback loops.