Amrita was born in Mumbai to a Chitrapur Saraswat Brahmin family. She speaks Marathi, Hindi, English and her mother tongue, Konkani. She attended Canossa Convent Girls High school in Mumbai, and later enrolled in Sophia College to pursue a degree in Psychology. Her younger sister, Preetika Rao, is a Model, Journalist-Columnist and a South-Indian film actress.