Try to surround yourself with positive people if you can.

And you don't necessarily have to have a low self-esteem to be shy. Realize you can reverse this. I was extremely introverted as a kid, and now I am very extroverted. But it's a matter of putting yourself out of your comfort zone every chance you get to see improvement.