AI-powered Advanced Monitoring System

  • Integrated IoT sensors and CCTV video streams to automate traffic management, anomaly reporting, and fleet coordination for a smart city initiative.
  • Tuned vision models for low-powered edge devices, balancing accuracy with latency to support near real-time response.
  • Delivered reporting that improved communication between municipal teams and residents, reducing manual monitoring effort at city scale.