Born in Kolkata Indrani is the youngest child of Dr. Himangshu Jyoti Dutta and Manjushree Dutta. Even as a child while studying in Kamala Girls School Indrani nurtured an ambition to become an actress. Her versatality was reflected in dance and sports. She acquired formal training in dance and music and was a sports topper in her school. Among Indrani's favourite hobbies were listening to music and stamp collection.

She graduated in Arts from South City College. Under the able guidance of her Guru Sumitra Mitra, Indrani was conferred Pravakar in Kattak dance by Allahabad University. Her artistic inclinations are reflected in her love for music, interior decoration and gardening. Her easy going, down to earth and loving nature makes her popular among all edge groups. She is also responsible citizen and environmentalist. She has a love for animals and is an active supporter of the cause of People for Animal.