Mukerji was born in Mumbai on 3 March 1978, into Shomu Mukherjee, a Bengali Hindu film director, and his Marathi wife, veteran actress Tanuja, and is the younger sister of Bollywood actress Kajol. She was in a relationship with her Bigg Boss 7 housemate, Armaan Kohli for a year before they broke up in October 2014.