Transcribed and edited over 1,400 newspaper ads (over 400,000 words) by separated families due to enslavement and/or the Civil War, including advertisements from The Richmond Planet, The Southwestern Christian Advocate, and The Liberator.

Moderated Last Seen Project website; reviewed, edited, and categorized transcriptions with tags and keywords pertaining to the date, location, source, and theme.

Reduced almost 300 tags of the newspaper ads by 60%, furthering efficiency.