Question: when are you considered alumni?
Answer: The term alumnus/alumna refers to anyone who attended a particular university (Merriam-Webster definition). Use graduate or dropout (or non-graduate alumnus) to specify whether or not someone completed a degree. Many tech company founders dropped out of college, but are still considered alumni.