I am a marine engineer and academic in the Maritime Department of International Maritime College Oman, National University of Science and Technology, with experience in shipboard engineering and university teaching. I am pursuing doctoral research at Universiti Kuala Lumpur Malaysian Institute of Marine Engineering Technology on machine learning for offshore wind energy and exergy assessment. My research interests include physics-informed modelling, ship propulsion efficiency, marine spatial planning, maritime decarbonisation and maritime safety.