UT Campus Twin -Real-Time Digital Twin

The University of Toledo lacked real-time visibility into campus occupancy, parking availability, and emergency alert propagation. Students and administrators relied on outdated, disconnected systems with no unified live view.

Built a real-time digital twin platform synchronizing student and admin views of campus occupancy, parking, and alerts. Engineered a Python simulation engine with SSI scoring and WebSocket-driven live state updates. Dual interfaces give students live campus data while admins get control dashboards.