Own and analyze evaluations to measure AI agentic editing performance, assess output quality, and guide rapid product iteration. Translate video editing workflows, storytelling pacing, and short-form creator industry trends into clear success metrics and benchmarks. Bridge classic video creation tools with AI workflows to solve creator friction. Partner with Engineering, Research, and Product teams to turn evaluation insights into intuitive user experiences. Refine AI model harnesses and pipelines to test, debug, and improve end-to-end editing behaviors in a fast-paced environment.
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