First make sure you're logged in. You should see "Welcome, {your user name}" in the right corner.
Click on the "Your Stuff" dropdown menu and choose "Profile" from the list.
Click the "Edit Profil" hyperlink.
Make sure to uncheck the check box next to "Show Publicly?"
Scroll to the bottom and click "Save Profile"