Absolutely! A number of authors have realized their life dream out of their published work. Some others have not. The secret is in preparing a good strategy for publicity and distribution of your book and being proactive at the initial phase of marketing your book.
Just like any business, writing has good and bad approaches. A self-published author needs to approach publishing just like any other business venture.