Leads LLM/Agent evaluation work for Alibaba International's Accio: designing in-house benchmark data pipelines (log mining, scenario synthesis, adversarial generation, dedup), building a high-concurrency evaluation platform with code/API/web sandboxes, standardizing public benchmarks like SWE-bench and WebArena, and defining expert annotation rubrics.
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