Born in 1950, Mulmi completed his MFA in Graphic Design from Department of Fine Arts, Punjab University in 1978. He has special training in stage technique and lightening as well as additional training in Graphic art. He was engaged as Associate Professor in Fine Art Campus, Tribhuvan University and Assistant Campus Chief in Fine Art Campus, Tribhuvan University.