As someone who has moved across the country, I can say with some authority, landing a job before you get to your new location is a long shot.

Most businesses use an applicant tracking system of some type that automatically filters out non-local applicants. HR will most likely never see a resume with an out of state address.

Once you get to ATL, get settled, update your resume with your new address and start applying.