Software Engineer (Contract)

Sep 2024 – Jan 2025

Trained models that guess video encoding partitions at 91.9% bitwise accuracy, then used them to cut an SVT-AV1 search down to 10–20% of brute force, with about 5–6% quality loss. The pipelines ran over ~60GB and 10 million examples.