"Tips starting new film with Vivek Oberoi and Neha Sharma. It's a gangster love story, " Taurani posted on his Twitter page.
Taurani has also asked his followers to suggest a title for the film.
Last seen in "Rakta Charitra", Vivek is busy shooting for "Zilla Ghaziabad" and "Krissh 2". This would be Neha's second film after "Crook" in 2010.