Now Github allow you to customize your profile by creating README.md file in your profile repository. You can visit my profile to see how Markdown format improve your profile looks at here.
Althought Markdown format can be embeded with HTML format, but some functions are can't be properly render like
<h2 style="color:red;">THIS IS RED TEXT</h2>
it will not show text with red color.