Problems with going off the screen, you can just go out and not come back in order to never die. Plus you can stay shooting.
Enemies go away once off screen and you do not.
I would suggest adding a barrier to the sides and some dynamic enemies and attacks.
I see potential in this and really think this can go somewhere.