Indrani Rahman was born in Chennai (then Madras), the daughter of Ramalal Balram Bajpai (1880-1962), sometime president of the Indo-American League, by his wife Ragini Devi (nee Esther Luella Sherman).
Indrani was born in Chennai to this couple and grew up in a mixed-race household.