After graduating from UCSF, Rao received a Helen Hay Whitney fellowship for postdoctoral research in the Department of Biochemistry and Molecular Biology at Harvard University, where he worked on embryonic induction in vertebrates.
In China, Rao switched to studies of molecular and cellular mechanisms of behaviors and has found neurotransmitters required for aggression and courtship in Drosophila and the mouse.