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My research focuses on modelling and spatial analysis of erosion sensitivity in both urban and rural landscapes. I am particularly interested in how urbanization and climate variability influence watershed hydrology, sediment transport, and river stability.​ Using Geographic Information Systems (GIS) and Python-based analytical tools, I develop computational approaches to assess erosion risk and support sustainable watershed management. My work aims to enhance predictive understanding of how changing landscapes shape river processes and channel responses.