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Fares Ismail is a Tech Lead at Utopia Music since June 2022, with prior experience as Lead Dev in Big Data at Ebiznext from February 2019 to July 2022, focusing on software design and the digitalization process for invoices and accounting entries. Fares also worked as a Data Engineer at Le Groupe La Poste, contributing to both cold and hot data flows, software design for new requirements, and support for operational teams. Earlier roles include a part-time Software Engineer at Murex, where Fares developed chatbots for task automation, and a Research Assistant at the American University of Beirut, working on deep learning model regularization techniques. Fares holds a Bachelor of Engineering in Computer and Communications Engineering from the American University of Beirut and has a background in life sciences from the Lebanese American University and International College.