 Radhakrishnan tasted electoral success in 1980, when he was elected to Kerala State Assembly from Varkala Constituency.He was subsequently re-elected from the same constituency in 1982, 1987 and 1991.During 1987-91, he served as Speaker of the Kerala Assembly.