Apparently, Gmail has a hidden shortkey key to delete messages -- the pound key.
Do you know that GMail has a simple keyboard shortcut to delete email messages ? The same key combination works across all web browsers but for some reason, Google decided not to share it with GMail users.
If you are reading a message in GMail, press the # key (Shift 3) and that message will instantly move to Trash. Source