The taxi area of interest has undergone significant transformations over the previous few decades, pushed by technological advancements, changing shopper habits, and the emergence of new mobility solutions. Traditionally, taxis operated via centralized dispatch systems, phone bookings, and taxi stands, offering a dependable mode of transportation in city areas. Nonetheless, https://docs.google.com/drawings/d/1frPjOaxCIixXSybd9D0vhXi6AvVMi_O1A4U8l-1YynY/edit