Unlike his former teammate at Urban Warriors, Asenele Velebayi, Baartman is yet to make his Amakhosi debut.
His delayed debut is partly because of his recent engagement with the junior national side, Amajita, that took part in the U20 FIFA World Cup.
His move to Chiefs was officially cleared after the South African Football Association (SAFA) arbitrator Hilton Epstein declared him a free agent.
The SAFA arbitrator agreed with the ruling by the Premier Soccer League’s Dispute Resolution Chamber (DRC), which had set him free to join the Glamour Boys. Baartman's move had been delayed after Cape Town Spurs claimed he was still their player, as they argued that he had a running contract.
However, the relegated outfit lost the case, setting Baartman, Velebayi, and Liam Bern free to join the clubs of their choice. Bern, consequently, moved to AmaZulu.