Xinru is experienced in transport planning, mobility modelling and project management. Since joining NUS, she has led large-scale Singapore Government projects and proposed solutions using multi-modal simulation and data driven analytics. She is also actively involved in conducting tutorials and course on traffic modelling techniques. Her research interests are mobility simulation and behaviour analysis, car-lite city study, intelligent transport system. At the UAL, Xinru will support digital twin development in the mobility area.