Love is blind. I wouldn't have a problem falling in love with a Muslim guy. To me race and religion is immaterial. As long as both of us sincerely love each other and respect each other then that will form the basis of a wonderful lasting relationship.
So I would say go for it if you fancy a muslim girl. Don't suffer in silence. Let her know!