The taxi area of interest has undergone important transformations over the previous few a long time, driven by technological advancements, changing shopper behavior, and the emergence of recent mobility solutions. Historically, taxis operated by means of centralized dispatch programs, cellphone bookings, and taxi stands, offering a reliable mode of