Daffa is a graduate of Urban and Regional Planning from Diponegoro University in Semarang. He has worked in the government sector, foundations, and an Indonesia–Germany development cooperation institution. His interest in music and the arts led him to join Koalisi Seni in 2025, which he sees as a meeting space between artistic practices and efforts toward sustainable development.