Chatterjee was born in 1922 in Karnataka. She had her primary education in a "special English school" founded by her grandmother. After finishing her schooling she got admitted into Central College of Bangalore where she earned B.Sc (Hons) and M.Sc degrees in Mathematics.[1] In both these exams she ranked first in the Mysore University.