I am a third year PhD Researcher at the Urban Analytics Lab, Singapore, National University of Singapore. My research interests include deep learning, open data, and open source software. I hope to examine how urban data and computational workflows can contribute to the planning of sustainable and liveable cities.
Recently, I have been exploring the intersection of graph machine learning, network science, and complexity. Part of this work resulted in an open source Python package Urbanity to facilitate complex network analysis and facilitate downstream GeoAI machine learning applications.
- Free and Open Source Urbanism: Software for Urban Planning Practice Computers, Environment and Urban Systems
- Incorporating networks in semantic understanding of streetscapes: Contextualising active mobility decisions EPB: Urban Analytics and City Science
- Urbanity: Automated Modelling and Analysis of Multidimensional Networks in Cities npj Urban Sustainability
- Global Feature-Rich Network Dataset Scientific Data