Earlier, reports had said that Kaushik has been associated with the RSS since his childhood and is organising secretary of the Bharatiya Bhasha Abhiyan in the north region for the last two-and-a-half years. He is also associated with the Chandigarh unit of Adhivakta Parishad, an RSS-affiliated advocates’ organization. He is considered close to the M L Khattar government in Haryana and was seen on TV debates in the run-up to 2014 state elections, speaking for the BJP. Also, Haryana’s Political and Parliamentary Affairs Department on May 25 this year had chosen Kaushik as a member of the state-level organising committee meant for commemorating the birth centenary of the Bharatiya Jana Sangh leader Pandit Deendayal Upadhyaya.