Wing II

Football AI

The game I write about most, read through data: tactics, space and the decisions players make before the ball moves.

For: Club analytics departments, football data companies, sports-tech teams.

Player & Match Modelling

Models of player development, value and fit.

Personal project · the stepping stone to Promesse • Summer 2026

Master League grows every youngster on rails. Real careers don't. A scout's desk built on the real ones

76–80 % of real ratings inside the four-season band across talent tiers, on an unseen time machine (a frozen-role simulator: 31–40 %)