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Evaluate LLM-driven document processing systems and agentic workflows, analyze model errors and hallucinations, curate golden datasets, and build monitoring dashboards and evaluation harnesses. The role performs root-cause analysis on financial and operational data, tracks model drift and performance, and translates business problems into quantitative insights while collaborating with AI engineers, product managers, and operations leaders.