Meldrum was born in Orbost, Victoria. He is openly gay. In December 2011, he fell from a ladder in his backyard. After being rushed to The Alfred Hospital, he was placed under intensive care in a sedated state and had surgery for his head injuries. As well as the head injuries, he also had a broken shoulder, broken ribs, a punctured lung and cracked vertebrae.