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Mrouj Almuhajri, PhD, currently serves as an Assistant Professor at Saudi Electronic University and has held the position of Editorial Assistant for the Journal of Innovative Digital Transformation since September 2014. Mrouj also functions as a Consultant to the Dean of Scientific Research and has been a Co-Founder at Fihm.ai since April 2019, where responsibilities include lecturing and coordinating college initiatives. Prior experience includes a role as a Programmer at Umm Al-Qura University's IT Center from 2007 to 2009, focusing on web application development using HTML, PHP, and Java Script. Mrouj earned a Doctor of Philosophy in Artificial Intelligence from Concordia University (2017-2022), a Master's degree in Computer Science from the same institution (2011-2013), and a Bachelor's degree in Computer Science from Umm Al-Qura University (2003-2007).