Designing a real-time dynamic pricing and ETA prediction system is one of the most important AI system design problems for marketplace companies such as Uber, Lyft, DoorDash, Grab, Instacart, and Gojek. The system must continuously balance supply, demand, reliability, customer experience, driver earnings, and regulatory constraints. Unlike a simple pred…
