Wakabayashi was born in Hyogo Prefecture on August 29, 1907. He played for his local club Kobe Icchu Club which was consisted of his alma mater Kobe Daiichi High School players and graduates. At the club, he won 1927 Emperor's Cup with Tadao Takayama and so on.