Dr. Mohammed Mahmoud is a Lecturer in Civil and Structural Engineering at TU Dublin, specialising in water resources, hydrology, and environmental modelling. He holds a PhD in Civil Engineering from TU Dublin and a PhD in Water Resources Engineering from United Arab Emirates University. Dr. Mahmoud has academic and research experience across Ireland, Saudi Arabia, the UAE, and Sudan. Before joining TU Dublin, he worked as a Research Associate at United Arab Emirates University, where he conducted research in hydrometeorology, satellite rainfall estimation, and water quality modelling. His research focuses on hydrological modelling, remote sensing, machine learning applications in water engineering, and river water quality assessment under changing environmental conditions. He has published several peer-reviewed papers in leading international journals, particularly in the areas of satellite precipitation evaluation, hydrological simulation, and wastewater impact assessment on river systems. His notable work includes the development of modelling frameworks for predicting river assimilative capacity and evaluating satellite-based rainfall products in arid and temperate regions. Dr. Mahmoud is actively involved in engineering education, undergraduate and postgraduate supervision, and curriculum development. He is also engaged in peer review and editorial activities for international journals.