Viineet Kumar started acting in the early 2000s. He, however, acted in his first film as a lead in January 2018. A medical college topper and national level basketball player, Viineet Kumar announced his presence to the industry with Mukkabaaz, the film he not only acted in, but also wrote and prepared for almost half a decade.

Speaking on his struggle, the actor said, "Mukkabaaz released 18 years after I came to Mumbai. I started writing it from 2013 and it finally released in 2018. But I only consider myself 18 months old in the industry. I am using all those experiences as an actor in my films". Viineet now has six releases lined up in the next seven months, which include Bard of Blood, Saand Ki Aankh and Gunjan Saxena: The Kargil Girl.