Green’s Dictionary of Slang

big cheese n.

also big smell, big sugar, cheese, head cheese, main cheese

1. [late 19C+] an important person, an influential figure, a boss in a situation or job; also attrib.

2. [1920s-30s] (US) an affectionate term of address for a fool.