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Gurpreet Singh, Ph.D., currently serves as Sr. Director and Head of Applied Machine Learning at Bayer, following a career break dedicated to full-time parenting. Prior experience includes roles as Director of Data Science for the In-Silico Platform and Senior Manager of Data Science Capabilities at GSK, as well as positions at Weill Cornell Medicine as a Research Associate and Cognitive Software Engineer. Academic contributions include developing a machine learning-based clinical decision support system for neurodegenerative diseases, along with serving as a Graduate Teaching Assistant at the National University of Singapore. Gurpreet Singh earned a Ph.D. in Chemical and Biomolecular Engineering from the National University of Singapore.