Chatterjee was born in Pune, Maharashtra 23 November 1980, to a Bengali Hindu family. Her father was a Business executive and her mother was a political science professor. Her family traveled and lived out of the country for some time and then moved to Delhi. She majored in Chemistry at Delhi University and then went to the National School of Drama. Thereafter she worked in India and Europe with well-known theatre Directors.