It sounds like you might have a form of hypoglycemia. Hypoglycemia is when blood sugar levels get low causing shakiness, dizziness, weakness, feeling faint, etc. After someone with hypoglycemia eats, too much insulin is released into the body and one may feel shaky and weak. This can occur in people who don't have diabetes.