His name is derived from the real-life American gangster of the 1930s Baby Face Nelson (real name Lester Joseph Gillis).
However, in the final strip of the second series, he was posted back to America by the angry Beano editor, whom Baby-Face had tried to kidnap.
In 2006 Baby Face returned as a villainous gangster in the Bash Street Kids adventures "School's Out" and "Hot Rod Cow", written and drawn by Kev F Sutherland.
[1] He appears in the 2008 Beano annual in the story "Pluggy Love", where Danny believes that Plug's girlfriend is evil as he thinks Baby-Face is her father.
He appeared once again in the 2009 annual in "Reservoir Dodge", where after discovering a Weather-Predicting device Roger and Walter sold him is fake, he tries to kill them and invites a group of other fictional villains over, like the Joker, a Dalek, a devil, and Bully Beef.