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Zizu G. is an experienced professional in the field of machine learning and engineering, currently serving as a Senior Engineering Manager for the Machine Learning Platform at SambaNova Systems. Previously, Zizu held leadership roles at SoundHound Inc., including Director of Machine Learning and Engineering and Senior Research Engineer in Machine Learning. Additionally, Zizu has academic experience as a Research Assistant at Carnegie Mellon University and a Teaching Assistant at the Faculty of Engineering, Alexandria University, Egypt, further complemented by a Research Assistant position within the Visual Computing Research Group at Alexandria University.