In August 2019, Adeleye made his senior debut for Hapoel Jerusalem in a match against Hapoel Rishon LeZion.[2] The following season, he helped his club to promotion to the Israeli Premier League with 19 clean sheets after they finished as runners-up in the Liga Leumit.[3] Following promotion, he made his professional debut in August 2021, keeping a clean sheet in a 0–0 draw with Hapoel Nof HaGalil.[4]