Rawat entered parliament in 2004 winning the Lok Sabha election on a BSP ticket from Misrikh Lok Sabha constituency of Uttar Pradesh.During this period, he served as a member of various committees, such as the committee on Public Accounts, committee on the welfare of Scheduled Caste and Scheduled Tribes, committee on Chemicals and Fertilizers(2007-09).