I enjoy making things. Here are a selection of projects that I have worked on over the years.
Spatial Data Science & Market Segmentation Strategy.
This project aims to build a robust valuation model for California real estate by fusing Geospatial Analysis with Machine Learning. Unlike traditional models that treat location merely as coordinates, this approach engineers spatial features (specifically proximity to the coastline) to capture the non-linear economic value of "location".
Co-founded an award-winning non-profit to bridge the information gap in geospatial education. Spearheaded the creation of an open-access database covering 480+ GIS programmes globally and orchestrated a content strategy that grew a community of 180,000+ followers with 500k+ views. A synthesis of data management, educational equity, and digital growth.
Designed and deployed a bespoke AI agent workflow on the Dify platform for Anker (a top global consumer electronics brand). The solution automated complex market research and SEO copywriting tasks, resulting in 4× faster reporting and a 20% increase in campaign accuracy.
How Effective are Low Traffic Neighbourhoods in Reducing Traffic Accidents? A City-Wide Difference-in-Differences Study in London.
