Bagoole's professional journey began with Busembatia Town Council. He later played for several Ugandan clubs, including
SC Villa,
Police FC, and Baza Holdings. In 2015, he moved to Kenya to join Sofapaka before signing with La Passe in Seychelles in 2016. After returning to Uganda in 2017, Bagoole joined BUL FC and later had a stint with DR Congo's OC Bukavu Dawa. In 2019, he signed for Busoga United, where he played until the abrupt end of the 2019–20 season due to the
COVID-19 pandemic. On August 14, 2020, Vipers SC officially unveiled Bagoole as their new signing under head coach Fred Kajoba Kisitu. In 2023, Bagoole joined Wakiso Giants FC, continuing his career in the
Uganda Premier League as a key attacking midfielder. == Style of Play ==