Rituparna was interested in the arts since a young age and learned painting, dancing, singing and handicrafts at a painting school, called Chitrangshu. She studied at Mount Carmel school, and later graduated in History from Lady Brabourne College. She began studying Modern History for an M.A. at University of Calcutta, but had to interrupt studies to concentrate on her career as an actress