Hi...I've never done that but I don't see why you couldn't. Think laptop computers...sitting on your knee or perched in bed or wherever. They still work even if not sitting flat. I don't see any difference as far as the electronics go between that and a sewing machine. I'm sure I've seen pictures of others doing the same thing with their computerized machines
Blessings
Janice