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Thomas Hughes is a seasoned professional in machine learning and data engineering, currently serving as the Senior Engineering Manager of Safety Data and Engineering at Patreon since August 2024. Previously, Hughes held significant roles at Etsy, where notable contributions included the launch of an automated content moderation service that enhanced decision precision by up to 100%. Prior experience also encompasses managerial positions at Amazon Web Services, focusing on machine learning solutions across various industries, as well as consulting roles at Udacity and Times Internet. Hughes's academic background includes a Ph.D. in Political Science from UC Santa Barbara, complemented by extensive teaching experience in social science research methodologies at multiple universities.