Not sure what got misconfigured but I figured it would take less time to just reinstall MySQL.
Steps to re-install MySQL
1. Download latest mysql package from http://www.mysql.com/downloads/mysql/
2. Run install programs
3. Verify MySQL icon added to Preferences Pane
4. Start MySQL on reboot
Now, MySQL is installed and ready to use.