Dandekar was born in Sudan on 9 January 1982 into a Marathi family of Shashidhar and Sulabha Dandekar, originally from Pune, India. She and her sisters, actress and model Shibani Dandekar and Apeksha Dandekar grew up in Kingsgrove, New South Wales, a suburb of Sydney, Australia.
