Data Visualization
For Policymaking
This portfolio documents my work in PP434 - Automated Data Visualisation for Policymaking as part of the MPP programme at LSE. The projects showcase skills developed in automated reporting, interactive mapping, and statistical visualization for policy analysis.
Coding Challenges
Ten progressive challenges showcasing API integration, web scraping, advanced analytics, and interactive mapping. Each demonstrates technical proficiency and clear communication of complex policy data.
Colombia: Conflict & Environment
Interactive spatial analysis revealing the "peace paradox" — how the 2016 FARC peace agreement correlated with increased deforestation in former conflict zones. Combines choropleth maps with diff-in-diff analysis.