Bazunu began his professional career at Shamrock Rovers in his native Ireland. He made his League of Ireland debut for the club at the young age of 16 and quickly caught the attention of scouts from top European clubs. In August 2019, Bazunu signed for Manchester City, where he continued his development in the club’s academy setup.