Amateur Mathematician. Who has a degree in maths from Cambridge.
An amateur is a person who pursues an activity independently of their source of income.
It's kind of amusing that general understanding of the term has flipped in this way - basically it implies that if you're not doing something under a capitalistic structure, you're probably doing something wrong.
A bunch of software that you use on your computer on an everyday basis was produced by amateurs.
Hobbyist might be a better term.
I have a degree in Physics. I'm not even an amateur physicist - I don't really do anything in the field at all, my time is spent moving pixels about on screens. :P