Bhaskar developed a passion for storytelling in childhood, influenced by his maternal uncle. At 10, he began making short films, later focusing on music production before returning to filmmaking in 2021. He studied at Assam Rifles Public School, Shillong, and earned an MBA from ICFAI Business School, Pune.