shy geek

One who is extremely shy, nervous, and/or afraid of being in any type of social situation or interaction with other humans. This person also has the physical appearance of a geek, dork, nerd, dweeb, and/or bookworm.

"Hey Paul, what do you not answer your phone because you're a shy geek?!"