Space &
Place.
Beyond the map: computational methods for analysing subjective and uncertain spatial data.
Quantifying the Qualitative.
My work focuses on bridging the gap between rigid GIS data models and the messy, subjective reality of human experience. We build tools that understand "place" as well as "space".
Macro-Regional Spatial Patterns of Ambient Air Pollution and Avoidable Hospitalizations for Community-Acquired Pneumonia in Mexico (2013–2020)
Places & Experiences
Modelling the subjective, functional, and emotional reality of locations.
Walking & Mobility
Recommender systems for leisure walkers, prioritizing enjoyment over efficiency.
Systems & Technology
Novel hardware, IoT sensor networks, environmental monitoring, projection AR, and scalable spatial data infrastructures.
Leisure Walking Framework
A comprehensive, grounded-theory framework for curating personalised leisure walking experiences, creating a bridge between subjective human narratives and computational routing systems.
Recent Publications
ArchiveGeospatial Experience-Oriented Notation (GEON): A Semantic Format for LLM-Native Spatial Intelligence
Diabetes Disparities in Mexico: A Spatio-Temporal and Marginalization Index Analysis
PlaceAgents: Multi-Stop Pedestrian Itineraries as Platial Flows on Urban Networks
Selected Projects
All ProjectsHalesAir
A Royal Society-funded STEM partnership project where T Level Data Analytics students at Halesowen College design, build, and deploy air quality sensors around the college estate — turning raw environmental data into community insights.
PlaceCrafter
A web-based geospatial framework for identifying and visualizing 'platial' functional regions by clustering OpenStreetMap Points of Interest.