Just browsing boxrec and came across the brilliantly appropriately named Eric Crumble.

Record 31 fights, 31 defeats, 31 by knockout.

Eric Crumble : Boxer

He certainly did Crumble.

Is there anyone with a worse record than that?

*Edit - He never made it past round 2.