Moosa grew up in Grassy Park and has three siblings. He attended South Peninsula High School until 1994. His sister is a doctor, his Indian-born father is an orthopaedic surgeon, his Cape Town-born Malay mother is a GP.[1][2] Since he was a child, he wanted to do medicine.[3]