Chaudhary joined the BJP in 1989. Before this, he had a long stint with the Rashtriya Swayamsevak Sangh (RSS). In 1999 he was asked to contest against Samajwadi patriarch Mulayam Singh Yadav from the Sambhal Lok Sabha seat. He contested and lost. He was made an MLC by the party in 2016.