As urban populations expand, cities are increasingly turning to technology to improve effectiveness. Electric Vehicles (EVs) play a pivotal role in this transformation, offering a eco-friendly mode of transportation. Smart city initiatives often implement EV infrastructure, creating charging stations and utilizing data analytics to optimize traffic