Fattologist
or Fattologista (f). A person who studies fat bodies (or things) as well as related sociological and cultural phenomena. n.b. The term should be pronounced in italian, particularly the "fatto" part of the word.
As a young girl with hypothyroidism and lifelong fat-experience made her a fattologista by default.