Jiaqi Liang is a researcher specializing in Smart Cities, urban sustainability, and transportation. She recently completed her Master’s degree in Regional Planning at Cornell University (2023) and served as a member of the Secretariat of the Smart and Sustainable Cities Study Group (ITU-T SG20) at the International Telecommunication Union in Geneva. Her research focuses on data-centric adaptive planning methods for urban sustainability and transportation. She has conducted independent research on sustainable transportation and urban green space usage, with two years of professional experience in regional planning and consulting.