The term 'Drummer Gene' refers to the legendary jazz and big band drummer Gene Krupa. He was born in 1909 and is considered one of the most influential drummers in history. He was known for his powerful style and showmanship, which helped popularize jazz drumming. He was also a composer and bandleader, and he performed with some of the biggest names in jazz, including Benny Goodman and Louis Armstrong.