Real-time urban traffic intelligence system for Lahore & Riyadh using Deep Learning (Transformers/CNN-LSTM), Kafka streaming, and congestion-aware route optimization.
python redis kafka deep-learning genetic-algorithm postgis pytorch networkx xgboost folium geospatial-analysis urban-computing kepler-gl fastapi optuna streamlit lahore dijikstra-algorithm
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Updated
Feb 2, 2026 - Python