
Project · Football
Evolution of Premier League Competitiveness
20 seasons of points data reveal an era of Man City and Liverpool dominance — and its quiet end.
See the projectapplied econ · causal inference
I'm an applied economist asking causal questions with data — across marketing, payment tech and football. This is my digital notebook, where I share story-driven and visual notes from my learning journey through econometrics and data science.

the viz gallery
A selection of visualizations from my notes and projects.

20 seasons of points data reveal an era of Man City and Liverpool dominance — and its quiet end.
See the projectthe writing
Essays and thoughts on econometrics, causal inference, and data science — published on Medium.
The hassle of moving CSVs across environment
5 case studies of how companies are applying DiD