A production-ready Smart City Traffic Management Digital Twin built with Python, Streamlit, YOLOv8, SQLite, NetworkX, Scikit-Learn, and PyDeck. traffic_digital_twin/ │ ├── dashboard.py ← Streamlit ...

AegisAI is a hybrid, AI-powered Intrusion Detection System that combines machine learning classification with rule-based analysis to detect and visualize network intrusions in real time.