Professionally, Toraman played for Gaziantepspor and attracted attention with his success. In his last two years at Gaziantepspor, he was reportedly added to the top of many teams' transfer lists.
Toraman's professional stint with Gaziantepspor was marked by his impressive performances, which caught the attention of several top clubs. As he approached the end of his contract, he became a highly prized asset for teams looking to strengthen their squads.