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Edward De Brouwer is a Senior Research Scientist at Genentech since July 2024, previously serving as a Postdoctoral Associate at Yale University from April 2023 to March 2024 under Prof. Smita Krishnaswamy. Edward has extensive research experience, including a role as a Visiting Researcher at the Massachusetts Institute of Technology, focusing on modeling longitudinal individual treatment effects, and earlier visiting positions at the University of Toronto, Vector Institute, and ETH Zürich. Edward completed a PhD in Mathematics and Computer Science at KU Leuven, where research centered on machine learning for patient trajectories, complemented by a Master's degree in Actuarial Science and dual Master's degrees in Electrical, Electronics and Communications Engineering from Université catholique de Louvain. Edward's professional background includes a position as a Machine Learning Researcher at Microsoft and work as an AI for healthcare researcher with The Janssen Pharmaceutical Companies, emphasizing real-world evidence in drug efficacy assessments.