Panday was born on 30 October 1998 to actor Chunky Panday and costume designer Bhavana Pandey in Mumbai, Maharashtra. She has a younger sister named Rysa. Her grandfather Sharad Panday, was an Indian heart surgeon. Her uncle Chikki Panday is a businessperson and her aunt Deanne Pandey is a wellness coach.
