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Gaurav Malik is currently an FWO PhD scholar at Research Foundation Flanders and a Doctoral Student at KU Leuven, where the focus is on game theoretical interactions in contemporary transportation systems, specifically Mobility-as-a-Service. With prior experience at Siemens PLM Software, Gaurav worked on the evaluation and optimization of dedicated hybrid transmissions aimed at enhancing automated design processes. Gaurav Malik holds a Doctor of Philosophy in Transportation/Mobility from KU Leuven, expected in 2024, a Master of Science in Automotive Engineering Technology from KU Leuven (2019), and a Bachelor of Technology in Mechanical Engineering from Deenbandhu Chhotu Ram University of Science & Technology (2016).