A computer programmer by profession, I create funny ranking videos using self-made tools(Python and AI tools). Content involves ranking, commentary, criticism, and parody of online clips with original voice-overs, creative text overlays, and distinctive editing. This channel operates under Fair Use principles (criticism, commentary, parody) as transformative content. New meaning, expression, and context are added via unique commentary and comedic/insightful edits. Videos don't replace original content. All copyrights/trademarks belong to owners; no ownership claimed, no infringement intended. Content will be removed upon valid copyright owner request. Thank you.