Karpaga was born in a middle-class family of Erode in western Tamil Nadu, an only child, and left home at 17 for Mumbai. Karpaga worked at a beauty parlour as a beautician after finishing schooling. After returning to her family, five years later, her family was shattered but eventually accepted her.