A convenient shortening of the phrase "I am fixing to-"
Many English professors site Louisiana as the origin of the term. The creation of the term "Omfina," like much of today's terminology, was created to as a means of avoiding the complete exhaustion and strain of pronunciation of actual words and complete sentences.