Representing Kanyakumari in the Lok Sabha, he is also the Minister of State for Shipping.
Radhakrishnan, a lawyer by profession, had served as Minister of State in Atal Bihari Vajpayee-led NDA government during 1999-2004.
Shiv Pratap Shukla, another Minister of State for Finance, took charge earlier this week.