Yeah, with THAT much weight difference, you may be just fine. If not, you'll have to practice the hills. If you want it easier, the idea of changing the gearing in back works too. But, yes, you would probably require a different derailleur too. I don't think you'll need to do that, though.

Enjoy the new ride!