Barisan Sosialis
Rajah graduated with a Bachelor of Laws from the National University of Singapore Faculty of Law in 1982 and obtained his Master of Laws (First Class) from Trinity Hall, Cambridge in 1986. His father, Thampore Thamby Rajah, better known as T. T. Rajah, was a leader of the former Singaporean left-wing political party Barisan Sosialis.