Born in a family of farmers in Nabha village of Patiala district, Harjinder tried her hand with athletics and kabaddi before settling on weightlifting in 2016. She felt that A bronze at the 2022 Birmingham Commonwealth Games could open up her chances of getting a job. But that did not happen.