After retirement from police department, Jerome served as the conductor of the Goa State Symphony Orchestra at Kala Academy for a brief period till 2009. Now, settled at Paroda, he heads the Symphony school of music at Karali, Paroda and has over 40 students hailing from Panaji, Porvorim, Ponda, Velsao, Majorda, Cansaulim, Sanvordem, Tilamol, Benaulim and Vasco. He plans holding a symphonic orchestra for South Goa annually. He has already conducted musical concerts with complete orchestra (strings, wind, and brass instruments) by students trained under him at Ravindra Bhavan, Margao and Vasco and has gained good feedbacks from parents and music lovers alike.