Her elder brother, Raja Mukherjee, is a film producer and director. Her maternal aunt, Debashree Roy, is a Bengali film actress and her paternal cousin, Kajol, is a Hindi film actress and her contemporary. Another paternal cousin, Ayan Mukerji, is a scriptwriter and film director.