Urban Embeddings Explorer
Discovering visually similar neighbourhoods across 200+ cities from satellite embeddings.
Portfolio
Research, coursework and side projects, mostly where remote sensing, machine learning and urban analysis meet.
Visualising pedestrian and traffic flows in Melbourne
Animating an average week of pedestrian counts and hourly traffic volume across Melbourne's street network.
Enhancing Mapping of Precarious Urban Areas with Open Building Footprints Data using a Multimodal Deep Learning Approach
Mapping informal settlements across Central America by fusing satellite imagery with building footprints.
Auckland Urban Liveability Index
A composite liveability index for Auckland, linking 29 spatial indicators to socioeconomic outcomes.
Melbourne Cafés Agent-Based Model
An agent-based model of pedestrians walking to cafés across Melbourne.
Q-Step Research Internship
Mapping COVID-19 case and death rates against sociodemographic factors across England.
Global Urban Morphology Clustering
Clustering 6,500+ cities worldwide into morphological types from OSM building and street form.
Flood Exposure in Pakistan
A Google Earth Engine app mapping flood-prone areas in Pakistan against population, economy and agriculture.