I edit for performance, not for applause.
Most of my work lives where money is on the line: paid campaigns, sales videos, lead-generation creatives. That has shaped how I edit. I care about the hook, the pacing, and the exact moment a viewer decides to keep watching — because I've sat with performance marketers, read the campaign data, and re-cut hooks and CTAs until the numbers moved.
I work directly with marketing teams and iterate fast on feedback. Give me raw footage and one or two references and you'll have a first cut to react to, not a week of silence.
I'm also fluent in an AI-assisted post workflow — voiceover and dubbing, auto-captioning, upscaling, background removal, automated motion-graphics builds. In practice that means faster turnarounds and more creative variations, without the quality dropping.
Beyond assisting edits, I produce AI videos end to end — AI UGC, mini movies, music videos and cartoons — using Hugging Face, ElevenLabs, Claude and other leading AI tools, then finishing them with a proper editor's polish.