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Magd Bayoumi is a highly skilled machine learning engineer with extensive experience across diverse roles in the field. Currently, as a Staff Machine Learning Engineer at Munich Re since May 2020, Magd has developed large-scale medical data models and improved efficiency through innovative pipelines and language processing. Previous roles include co-lecturer and research assistant at Cornell University, focusing on NLP and machine learning applications, as well as leading development teams at MyCourseIndex and contributing to various data science initiatives. Magd holds a Master of Science in Computer Science from Cornell University, complemented by an undergraduate degree in the same field from the same institution.