The taxi area of interest has undergone vital transformations over the past few a long time, driven by technological advancements, changing consumer habits, and the emergence of latest mobility solutions. Traditionally, taxis operated by centralized dispatch programs, cellphone bookings, and taxi stands, offering a reliable mode of transportation i