Ghaznavi is an action thriller that revolves around a about a young man (Rajveer Singh) who regains consciousness after an accident and finds himself in the hospital. He is told that he has lost his memory and finds himself in a world that is totally new to him. Although he cannot find any such proof that he can help him identify himself.