As global pressure to reduce carbon emissions intensifies, smart transportation has become central to sustainable urban development. AI-powered IoT not only monitors traffic flow but also optimizes energy use and reduces vehicle idling emissions. By integrating real-time data, cities can effectively plan charging station locations and autonomous vehicle routes, reducing transportation's carbon footprint and fostering green mobility. This is more than just a technological application; it represents a significant opportunity to achieve a win-win situation for both the urban environment and quality of life...