Portfolio
I work with geospatial data to uncover insights and tackle complex challenges, particularly in sustainability, economics and urban environments. Below you’ll find a selection of my projects that showcase different approaches to spatial data analysis and visualisation.
Urban Embeddings Explorer
Built an interactive web application that uses TerraMind foundation model embeddings to analyse satellite imagery from 200+ cities worldwide and discover visually similar urban neighbourhoods across different continents. Powered by a FastAPI backend with vector database search and React frontend.
Mapping precarious areas with open data
Auckland Urban Liveability Index
My dissertation turned my first publication is a project focused on creating an urban liveability composite indicator for the city of Auckland, New Zealand. Its analysis revealed findings about the relations between liveability and sociodemographic characteristics of the population.
Q-Step Research Internship
Melbourne Cafes Agent Based Model
I developed this spatially explicit agent-based model of pedestrians walking to cafes in Melbourne, as an assessment for a class.
Melbourne road traffic animation
This animated map was created in Python by plotting the road network with line width represented by traffic value for each hour of every day of the week.
Other projects
Other projects and maps I created as part of university assignments.
