I am a PhD Candidate at KAIST (Urban Design Lab, Advisor Prof. Youngchul Kim). My research and publications focus on urban identity, spatial data analysis & visualization, and street network analysis. My current research includes (i) reinventing cognitive map with crowd-sourced data to measure temporal changes of urban identity in urban regeneration projects and (ii) constructing three-dimensional network for aerial vehicles in future urban environment.