Ravi Kumar is a Senior Scientist at the Science and Research group at PROS where his work involves building control, estimation and optimization algorithms for Revenue Management and Dynamic Pricing systems. His research also focuses on reinforcement learning and contextual bandits for personalization. He completed his PhD in Operations Research from the School of Operations Research and Information Engineering at Cornell University in 2015.