Md Shakil Khan
He/Him
Bangladesh - English, Bengali
PhD Candidate
Centre for Integrative Ecology
Deakin University, Burwood
Master of Information Technology, RMIT
Bachelor of Urban and Regional Planning, KUET, Bangladesh
Email: md.khan@deakin.edu.au
Twitter: https://twitter.com/MdShaki53853470
Shakil is an experienced engineer in building Automated process flows, Spatial Sensor Technology, Automated Data collection, Spatial Data Analysis and making predictions using Machine learning techniques with more than 8 years of Experience. A firm believer in both quantitative and qualitative techniques of analysis with a keen interest in both statistical and machine learning methods of learning, prediction and analysis.
Future land use is highly uncertain based on economic developments, climate change, population growth, technological advancement, and their impacts. Computer-based simulation models have been used to generate a number of scenarios to show these uncertain futures. However, current models are complex, and exploring the whole scenario space considering uncertainties takes untenable amounts of time. My research tries to develop fit-for-purpose land-use models by integrating machine learning within an exploratory modelling framework to address the uncertainties through rapid scenario generation and understand the robustness of policy interventions for future land use and sustainability.