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Driver-Ranking-System

A data-driven approach to rank drivers using machine learning for Bykea, an all-in-one app for transportation, logistics, and cash-on-delivery payments. image

Introduction

Bykea is the leading start-up in Pakistan that is solving the biggest problem which is the transportation of the Masses. Bykea has evolved from being just a ride-hailing service to a super app, solving problems of same-day delivery and much more. Bykea, is an all-in-one app for transportation, logistics, and cash-on-delivery payments. Its services help move people, parcels, and payments efficiently in a safe, reliable, and inexpensive way. It offers a variety of mobility-modes, from a bike to rickshaw to car, to customers offering the lowest fares in town.

It has moved to different verticals as well, Now Bykea is providing services in; image Driver’s partners are the biggest stakeholders in bykea and about 20% of drivers run 80% of the business. Bykea growth has been phenomenal across verticals, and that came with a caveat, FLEET.

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