Cheng is a multi-instrumentalist, arranger, founder of the Jazz Hymn Project SOUP, and guest lecturer at the Alliance Bible Seminary. He holds a Master of Christian Studies (majoring in Praise & Worship) from Alliance Bible Seminary and a Bachelor of Education (Honours) (Music) from the Education University of Hong Kong (EdUHK), with a major in jazz piano and minors in clarinet and flute.