 Chowdhury joined the Indian National Congress party during the premiership of Rajiv Gandhi.In 1991, he contested the West Bengal Legislative Assembly election from Nabagram constituency.During the polling, he was chased by 300 supporters of the Communist Party of India (Marxist) and held hostage by its candidate.