Keynote | Real-Time Analytics: Powering the Future of Uber’s Marketplace and AVs | RTA Summit 2025

Praveen Neppalli Naga, CTO for Mobility and Delivery, Uber Explore how real-time analytics is shaping the future of Uber’s marketplace, with new types of supply into the ecosystem, such as autonomous vehicles (AVs). Praveen explains how Uber leverages vast data sets to optimize positioning, pricing, routing, and matching—enhancing efficiency across our platform. The talk also explores how real-time data powers AV fleet operations, from deployment planning to real-time positioning and fleet utilization. Learn how Uber is using cutting-edge analytics to create a global hybrid marketplace where human drivers seamlessly work together to make transportation more reliable, affordable, sustainable, and safe. LEARN MORE ► Learn about Apache Pinot: https://pinot.apache.org/ CONNECT Site: https://startree.ai Subscribe on YouTube: https://youtube.com/c/startreedata?sub_confirmation=1 Twitter: https://twitter.com/startreedata Linkedin: https://www.linkedin.com/company/startreedata ABOUT STARTREE StarTree, powered by Apache Pinot: real-time analytics for user-facing apps. Discover the latest technical developments, trends, and use cases for real-time analytics straight from our engineers and open source developers, and your fellow industry colleagues and practitioners. StarTree is uniquely positioned to bring you fast, reliable and fresh perspectives on the shift from batch to real-time analytics, and from internal-facing to user-facing applications. Subscribe to our channel if you are designing systems that need to scale to petabytes of information, millions of users, and to provide results at sub-second scale latencies. #apachepinot #realtimeanalytics #startree