For some reason when we pin Opera icon to Start menu the icon will gone blank and shown as a white square.
To fix this, we have to go to the source folder of Opera, you will see a folder named as a bunch of numbers:
Choose a folder with the latest version of Opera and open it up, try to pin the opera.exe in that folder to Start menu. Bingo! Problem should then be solved.