The film will be directed by debutant Kaustav Narayan, a Delhi-based ad filmmaker.
"Pooja Bhatt has offered me a two-film deal. We will start with 'Cabaret'. I think this is a biggest break for me because Pooja Bhatt trusts me a lot. One day she called me and we discussed a few ideas, and then she signed me for two films," the actor said in an interview.
Gulshan also revealed that the female character of the film is very powerful. However, the team is yet to lock an actress for it.
"The heroine's character is very strong and powerful. The heroine is not finalised yet, a lot of actresses are being approached. I would not like to name anybody," said Gulshan.
Meanwhile, the actor will also be seen in Sanjay Leela Bhansali's "Ram Leela", which releases Nov 15.