Change iTerm2 Profile
You have to "Edit" the session.

The easiest way to do this is to right click on anywhere on the open iTerm2 window, select Edit Session...  A Preferences pane will appear and under the General tab, look for the Profile Name selection box.   Double click on your desired profile.