The taxi area of interest has undergone significant transformations over the past few decades, driven by technological developments, changing shopper behavior, and the emergence of new mobility solutions. Historically, taxis operated through centralized dispatch methods, cellphone bookings, and taxi stands, providing a dependable mode of transportation in city areas. However, https://docs.google.com/drawings/d/1frPjOaxCIixXSybd9D0vhXi6AvVMi_O1A4U8l-1YynY/edit