A person that loves cake and is capable of eating it in large quantities.
This use of the word originates from the character Bruce Bogtrotter from Roald Dahl's Matilda, who steals a piece of The Trunchbull's
chocolate cake, and is
consequently required to eat the whole thing as punishment (but he manages this without too much
difficulty, to the Trunchbull's annoyance).