I (Almost) Got Away With It - Season 1 Episode 3 -

Jerry Bowen fled before sentencing of the murder of Brenda Breckenridge. Bowen erased his fingerprints with acid and befriended homeless men to assume their identities. After 7 yrs, detectives were able to find enough remaining prints to declare a match.