From 1981 to 1985 Bidhuri was chairman of the Haryana Warehousing Corporation. He was elected MLA from Badarpur in Delhi several times over four decades, and after the 2020 Delhi election he served as Leader of the Opposition in the Delhi Legislative Assembly.
In 2024 the BJP fielded him from South Delhi in place of sitting MP Ramesh Bidhuri. He defeated AAP candidate Sahi Ram Pahalwan by 1,24,333 votes (6,92,832 to 5,68,499) and moved the Motion of Thanks on the President's Address in the Lok Sabha.