Jiayi(Shirley) is a fourth-year year civil engineering undergraduate student at UBC. She is doing a directed studies course under the supervision of Dr. Alex Bigazzi in transportation engineering in order to apply and expand her transportation knowledge to a more specific object of study. She assisted Saki with her research on an E-Bike Incentive Program for the City of Victoria.