Is there a word that describes someone who never finishes what they start?

Yes, the term "procrastinator" can describe someone who often delays completing tasks. Additionally, "dilettante" may apply, as it refers to a person who engages in an activity superficially without commitment. Another relevant Word is "quit," which indicates someone who tends to abandon projects before completion.