Can a fighter two-weapon fight unarmed?

I want to make a fighter whose primary weapons are his unarmed attacks using the Tavern Brawler feat. If I take the Two Weapon Fighting style would that work with 2 unarmed strikes? In the weapons table it doesn’t have the light property generally required for fighting with two weapons, but they’re fists.