Yutong Liu is a dynamic Software Engineer at Uber, specializing in Intelligence Dispatch, where she leverages her extensive background in back-end feature implementation and machine learning to enhance the efficiency of driver-rider matching systems. With a proven track record in data cleaning, mining, and visualization,...
Yutong Liu is a dynamic Software Engineer at Uber, specializing in Intelligence Dispatch, where she leverages her extensive background in back-end feature implementation and machine learning to enhance the efficiency of driver-rider matching systems. With a proven track record in data cleaning, mining, and visualization, Yutong plays a pivotal role in optimizing algorithms that drive the core functionalities of Uber's dispatch services. Her current project focuses on algorithm optimization for continuous dynamic driver-rider matching, where she has successfully developed a scanning service that identifies sub-optimal decisions for headroom analysis. This innovative approach has led to a 2% increase in fulfillment rates by refining the dispatching mechanism through strategic entity supply injections.
In addition to her work on dispatch optimization, Yutong is also spearheading the development of a Geo-Data Shadow Payload Environment for staging tests. This project is crucial for simulating real-world scenarios, allowing for rigorous testing and validation of new algorithms before deployment. Her expertise in deep learning and experience with cloud technologies, particularly Amazon Web Services (AWS), enable her to build scalable solutions that meet the demands of a rapidly evolving transportation landscape.
Yutong's diverse experience spans across giant corporations, unicorn startups, and early-stage ventures, equipping her with a unique perspective on the challenges and opportunities within the tech industry. Her proficiency in various programming and database technologies, including MongoDB and Git/GitHub, further enhances her ability to contribute effectively to cross-functional teams. As she continues to push the boundaries of what's possible in intelligent dispatch systems, Yutong Liu remains a key player in shaping the future of ride-sharing technology.
