Railway Raju is an action drama about two warring gangsters Bhaiyaji and Qureshi who are at loggerheads to gain supremacy in the town of Varanasi. After a lot of bloodsheds both the gangs realize it was not worth the enmity that they had towards each other as they end up losing everything by the law getting the better of them.