 He finished his matriculation under Calcutta University in 1939.Later he received his MA in political science in 1948.Toaha participated as an activist in Sylhet Referendum under Abdul Hamid Khan Bhashani in 1946.In 1947 he launched the East Pakistan Students Federation, the earliest left wing student organisation in East Bengal.