01What I do
I work with clubs, coaches, and technical staff on performance analysis, tactical modelling, and data-informed recruitment. The goal is always the same: turn raw evidence — events, tracking, video — into something a decision-maker can act on. Not a wall of numbers, not a slide deck of highlights, but a clear answer to a specific sporting question.
02How I work
Question first, data second. Every piece of analysis I produce starts from a sporting or coaching question — not from what the dataset happens to make easy. From there I choose the right combination of event data, tracking data, and video to answer it, and I keep the output as short and specific as possible. Repeatability matters: analysis that can't be run again next week has limited value.
03Background
I've worked across multiple competition levels — from professional clubs to international contexts — in performance and recruitment roles. I come from a technical background (engineering/statistics) and shifted into football analysis because it's the domain where rigorous quantitative thinking meets real sporting consequences. I build analysis environments in Python and R, and I present outputs in Tableau, Observable, and bespoke web dashboards.