I will probably still apply but I'll call them every week or every other week and keep harassing them so much they will remember my name when going through applications
How about going in for a friendly visit to get to know the place? Or phone ahead of time for a quick tour? Ask about their new facility too.

THAT will show interest that most applicants don't have.

But if you are NOT interested in doing that - maybe the job won't be interesting for you either.

Good luck!