Madhura Raut is a Principal Data Scientist at Workday, where she leads the design of large-scale machine learning systems for labor demand forecasting. She is the lead inventor on two U.S. patents related to advanced time series techniques, and her ML product has been recognized as a Top HR Product of the Year by Human Resource Executive. Madhura has been keynote speaker at many prestigious data science conferences including KDD 2025 and has served as judge and mentor to multiple codecrunch hackathons.