The taxi area of interest has undergone important transformations over the previous few many years, driven by technological developments, changing shopper behavior, and the emergence of new mobility solutions. Traditionally, taxis operated by way of centralized dispatch techniques, phone bookings, and taxi stands, providing a reliable mode of trans