Flawless

You’ll operate at the intersection of research and production, bringing rigor, automation, and clarity to how we validate and ship model improvements. Responsibilities:Model Development & Training • Develop repeatable, scalable audio/video dataset curation pipelines and lip sync model training workflows across multiple datasets • Train, fine-tune, and manage audio/video and lip sync model variants as model dependencies, data, and architectures evolve • Incorporate new datasets and model updates as they become availableEvaluation, Metrics & Quality • Design, automate, and maintain audio/video datasets and lip sync metric testing pipelines • Generate new quantitative and qualitative metrics to evaluate audio/video and lip sync quality • Produce comparisons, visualizations, and analyses to inform research and product decisionsCollaboration & Support • Partner closely with audio/video and li