In a large bowl, comine the ham, cheddar cheese and olives, divide among 12 greased muffin cups. In another bowl, combine the remaining ingredients until just blended.
Pour over ham mixture. Bake in a 375 degree oven until knife inserted comes out clean, 20-25 minutes. Let stand 25 minutes before serving.