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The Mohamed bin Zayed University of Artificial Intelligence (MBZUAI) and the Weizmann Institute of Science (WIS) hosted the first-ever Human Phenotype Project Hackathon in Abu Dhabi. The two-day event brought together 24 postgraduate students and researchers from diverse backgrounds to tackle some of the most pressing challenges in healthcare. The hackathon focused on analyzing data from a deep-phenotype multi-omic biobank to create innovative solutions addressing challenges in personalized and predictive analytics within healthcare. The event was part of MBZUAI’s and WIS’s ongoing partnership to promote AI research and carry out both basic and applied research in machine learning, computer vision, natural language processing, computational biology, and more.