It's definitely doable, but I would recommend that you fashion supports to prevent the rack from popping its welds when hitting potholes.
I actually did US & Europe self-contained tours (5500 miles, no electric) using the Delta seat post rack. That rack had 20-30lbs on it (panniers, tent...