Brilliant introvert (4)
I believe the answer is:
nerd
(Other definitions for nerd that I've seen before include "Someone boring (about computers?)" , "Computer geek?" , "Boringly studious person" , "Geek, anorak (sl.)" , "Flag on poles; wide (headline)" .)