You might want to consider a training hike to help you sort out the gear and other issues that might arise. I would take a 2-3 week hike along the AT and see how you like it. You can resupply ever few days so food won't be a concern. This will allow you time to get accustomed to hiking and your gear in a relatively "safe" manner.

Good luck.

Adam