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Dr. Charlotte Roman is a Senior Machine Learning Engineer at Deliveroo since July 2022, working on real-time bidding models and dynamic ad strategies. Previously, Dr. Roman held positions as a Machine Learning Engineer in ad tech and a Strategy Consultant at TWS Partners, where innovative game theory solutions were applied to various business challenges. An accomplished educator, Dr. Roman currently teaches Python and SQL classes for Code First Girls and has experience as a class teacher at the University of Warwick. Dr. Roman earned a PhD in Mathematics of Systems from the University of Warwick, with research focused on intelligent transport systems, and has a diverse background in teaching mathematics and physics in various educational settings.