At Outlier, I edit and evaluate video assets for AI data projects, following technical specifications and checking visual continuity, timing, and action transitions frame by frame. I also evaluate RLHF responses and Side-by-Side model outputs for factual accuracy and prompt alignment.
As an independent digital content and video editor, I edit short-form videos using CapCut and Adobe Premiere Pro, with attention to pacing, audio transitions, and frame-level precision. I document workflow choices and visual edits in English and prepare deliverables in 1080p (16:9).

