Choudhary was an advocate of social reform in Bihar. During his term as excise minister, he introduced prohibition in Bihar. He was opposed to the caste system and advocated land reforms in Bihar calling for a land ceiling of three acres per family. In 1953 he wrote A Plan to Reconstruct Bharat.