Mahemud is a former Dire Dawa University lecturer. He holds a Ph.D./JSD in international legal studies at the University of the Pacific, McGeorge School of Law. He did his dissertation on transboundary water resource issues under the supervision of Professor Stephen C. McCaffrey.