Earlier, Sharma had been arrested in connection with the ‘Lakhkhan Bhaiyya’ fake encounter case of 2006 in which a Sessions Court acquitted him. In 2008, the Maharashtra government dismissed Sharma from the force for alleged nexus with the underworld.