Faizan Rasheed received his bachelor's degree in electronics engineering from Isra University, Pakistan, in 2018, and his master’s degree in computer science (by research) under a joint degree programme of Sunway University, Malaysia, and Lancaster University, United Kingdom, in 2021. He is currently pursuing the Ph.D. degree in computer science at the University of Hertfordshire, United Kingdom. Faizan’s research interests include domain of intelligent transportation systems, robotics, information theory and machine learning, specifically reinforcement learning and deep learning.