Stereotypical "The Big Bang Theory" character (4)
I believe the answer is:
nerd
(Other definitions for nerd that I've seen before include "Anorak (informal)" , "Feeble person (sl.)" , "One lacking social skills" , "Studious bore" , "Boring, trivia-obsessed type" .)