 Fernando was married twice - to Christobel and Wimala.He had two children - Sharmalie Nimalka Nagle and Arosha.Fernando became involved in politics whilst at university and in 1944 dropped out of university to work full-time for the Ceylonese branch of the Bolshevik–Leninist Party of India, Ceylon and Burma (BLPI).