Rao earned her Bachelor of Science degree in physics from Maharaja Sayajirao University of Baroda in 1977 and Master of Science degree in physics from Indian Institute of Technology Mumbai with distinction in 1979. She worked on Neutrino Oscillations during her Masters. She received her doctoral degree entitled B-L violation in grand unified theories from Stony Brook University, US under the supervision of Robert Shrock in 1983.