Since 1993, he has been a patron of Manva Kurmi Chhatriya society of Chhattisgarh.For several years, he has been organising the mass marriage ceremonies to promote marriages with minimum expenditure.Baghel was leading the Indian National Congress in State Assembly Election in 2018.