https://joaocarlos.github.io/Hugo-academia/tags/traffic/Recent content in Traffic on Dr. Jane SmithHugoenhttps://joaocarlos.github.io/Hugo-academia/projects/ai-for-traffic-optimization/Mon, 01 Jan 0001 00:00:00 +0000https://joaocarlos.github.io/Hugo-academia/projects/ai-for-traffic-optimization/Project Overview This project developed novel machine learning algorithms for real-time traffic signal optimization. By analyzing historical traffic patterns and real-time sensor data, our system dynamically adjusts signal timing to minimize congestion and reduce emissions. Key Achievements Reduced average commute times by 12% in pilot districts Decreased vehicle emissions by 8% through improved traffic flow Deployed system in 3 cities (San Francisco, Oakland, San Jose) Technology licensed to commercial traffic management companies Publications Smith et al.