A North Queensland product of the Suns Academy, Graham was named in the VFL Team of the Year in the Gold Coast Suns' 2023 premiership season. The 194cm backman managed only 10 VFL matches in 2025 after a knee injury and an achilles problem. Delisted by Gold Coast at the end of the 2026 season, he has played 37 AFL games and kicked 1 goal.