Rekha Sharma is a committee member of CPN (Maoist Centre). She was a member of the second Constituent Assembly from CPN (Maoist Centre). She served as a lawmaker under the proportional representation system of the party in 2074 BS. Sharma also served as the Chief Whip of the party in the Constituent Assembly of 2070 BS. She relayed the same role again in the reformed Legislature of 2072 BS.