Modern cities face immense parking challenges due to rising vehicle ownership and limited expansion of infrastructure. A majority of urban traffic involves drivers circling a lot seeking available parking. This negatively impacts air quality and mobility. At the same time, traditional parking lot operations are time-consuming and inefficient as demand grows. Advanced parking management solutions using intelligent automation are key to optimizing resource use, enhancing the user experience, and supporting urban transportation needs now and in the future.