Patil has been an active politician from a young age, and has been associated with several political parties, including the Communist Party of India (CPI), the Congress party, Samajwadi Party and Bahujan Samaj Party.
Patil was also active in the cooperative movement in the sugar sector in Maharashtra, which has been a highly politicized and politically important sector in the state.