You certainly can make dough by hand. For most of history, in most of the world, that's how it's done.
You mix the ingredients and use your hands to fold, press and turn the dough repeatedly until it's ready. Hand kneading takes longer than machine kneading.
"If you want to make an apple pie from scratch, you must first create the universe." -Carl Sagan