Hailing from Bethnal Green, Robinson joined the Academy of Football as a six-year-old after being spotted playing for Sunday League team Senrab FC in Forest Gate - a stone's throw away from London Stadium.

In the summer of 2022, following a season that saw Robinson make 28 outings for the U18s and earn two appearances in the Premier League Cup for the U23s, the full-back signed professional terms with the Club.

Robinson has also previously represented England at U15s level, but cites his proudest achievement as his Young Lions debut at U17 level against Belgium in late 2020.

After an impressive 2023/24 campaign in the U21s, Robinson signed a new two-and-a-half year contract in March 2024.

In 2024/25, Robinson made 24 appearances in all competitions for the U21s, scoring one goal, before joining Scottish Premiership side Livingston on loan for the 2025/26 season.