His first role as a performer began at the age of 5 as a guitar player in a traveling troop of musicians, giving him the opportunity to play with legendary Malayalam singer Yesudas.
He has cited his influences as Jimi Hendrix, Jimmy Page, Jeff Beck, Steve Vai, Joe Satriani, Reb Beach, Brian May and John Anthony.
His father had a vast collection of ghazals by Mehdi Hassan, Anup Jalota, and Pankaj Udhas and he grew up listening to Malayalam, Tamil and Hindi film music.
He's released Indian rock versions of patriotic songs Mile Sur Mera Tumhara, Vande Mataram and the national anthem of India, Jana Gana Mana.
Baiju also co-created "Sacred Science" for the popular TV Series The Dewarists with percussionist cum composer Karsh Kale and edakka drum teacher Harigovindan.
Other collaborations include Sanjay Maroo, Naresh Iyer, Keith Peters, Ustad Asad Khan, Uday Jose, David Joseph, Midival Punditz and Susmit Sen.