Machine Learning, Linear Programming, Data Science.
incremental metrics such as rides or driving hours. Incentive allocation is a common theme at Lyft. For example, we send riders promotional coupons and send drivers bonuses, in the hope of optimizing objective functions such as maximizing incremental rides or driving hours. In this context, the