Neil raised his gold visor for a short period of time. He did not remove his pressure helmet.

He is visible in the movie film that was shot from the cabin of the LM, you can clearly see his face.

Most of the time the Apollo astronauts left their gold visors down, so you could not see their faces while they were on EVA.