Nope. I’m straight too, but I’m also a nerd. Most girls wouldn’t even give me the time of day.
I sorta disagree, in that there are females out there who prefer nerds. In some circles you'd be considered a hot item.
There is probably a website for your kind.
I have a similar defect; I only go for southern girls, but southern girls did not go for me!