In a bowl, combine eggs, milk, and chives. Add salt and pepper. Cook in a frying pan over medium heat, stirring with a wooden spoon to make scrambled eggs. Cook until eggs thicken and no visible liquid remains, but eggs are not dry. Set aside.
Brush the maple syrup over the pizza crust. Place the eggs, cheese, and bacon pieces on top.