Paunovic is from Winnipeg, Manitoba, and there are "three generations of fighters" in his family. His father is of Serbian descent, and his mother is of Croatian descent. He was a champion boxer until a shoulder injury at the 1999 Pan American Games. Paunovic was in a rock band before he got an acting job at his first audition.