I enjoy making things. Here are a selection of projects that I have worked on over the years.
Low Traffic Neighbourhoods (LTNs) are urban planning interventions aimed at reducing through traffic and improving road safety for pedestrians and cyclists. This study evaluates the effectiveness of LTNs in reducing traffic accidents in London using a Difference-in-Differences (DID) approach. The study analyzes annual traffic accident data from 2015 to mid 2024 and employs both a traditional DID model and an improved DID model to assess the short- and long-term effects of LTNs.
This project aimed to investigate the relationship between socioeconomic deprivation and educational attainment across London. The central question was - Is there a measurable link between living in a deprived area and having lower educational qualifications, and what does this pattern look like geographically?
Air pollution is a major public health risk, but is its burden shared equally across society? This project investigates the concept of environmental justice by assessing how the social distribution of air quality changed in London over a decade. The central question was - Did environmental inequality improve or worsen between 2001 and 2011?
To help the Leeds-based charity Learning Partnerships identify neighbourhoods with the highest concentration of young, disadvantaged adults. The aim was to create a data-driven map to guide their outreach and support services.
Performed a site suitability analysis in ArcGIS Pro to identify optimal locations for a new solar park in Scotland. I used Multi-Criteria Evaluation (MCE) and raster analysis to combine factors like elevation, aspect, soil type, and proximity to infrastructure. The project culminated in a favorability map that provides a data-driven recommendation for stakeholders.
