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Mahmoud Mohamed is a graduate student at the University of Ottawa, pursuing a Master's degree in System Science and Engineering from September 2023 to May 2025. Previously, Mahmoud worked as a Quality Assurance Specialist at scandiweb since January 2023 and completed studies at the University of Northampton, where a Bachelor's degree in Computer Engineering was obtained from September 2018 to August 2023. Additionally, Mahmoud gained practical experience as an IT Support Technician Intern at HBK Contracting Company W.L.L from July 2019 to August 2019. Prior education includes a Bachelor's degree in Computer Engineering from the Arab Academy for Science, Technology and Maritime Transport, earned from 2018 to 2023.