Kumble was raised in Harrison, New York and attended Harrison High School. He graduated from Northwestern University in 1988, where he wrote for the "Waa Mu" show. He began his career as a Playwright and Director in 1993 with the Hollywood satire "Pay or Play", which garnered him the LA Weekly Theater Award for Best Comic Writing. His second play, 1997’s "d girl", starring David Schwimmer, earned him four Dramalogue Awards. In 2003, Kumble completed his Hollywood trilogy with the critically acclaimed "Turnaround", again starring David Schwimmer, which sold out its entire run in Los Angeles.