As urban populations expand, cities are increasingly turning to technology to improve effectiveness. Electric Vehicles (EVs) hold a pivotal role in this transformation, offering a green mode of transportation. Smart city initiatives often integrate EV infrastructure, building charging stations and utilizing data analytics to optimize traffic flow a