Listen to Shoe Shine Boy online. Shoe Shine Boy is an English language song and is sung by The Mills Blue Rhythm Band. Shoe Shine Boy, from the album College Man, was released in the year 2015. The duration of the song is 2:42. Download English songs online from JioSaavn.