I felt much the same way as you for a while. No friends, no romantic relationship, and I couldn't figure out why. Looking back, I think social awkwardness and a lack of confidence is what it was.

Have you sought professional help. I ask because once I started anti-depressants and was able to come out of my shell and make friends. I know they may not work for everyone, but for me they made a huge difference.