Stella Liu is an AI Evals practitioner and researcher, specializing in evaluation frameworks for large language models and AI products.

Since 2023, she has led real-world AI evaluation projects, where she established the first AI product evaluation framework for Higher Education and continues to advance research on the safe and responsible use of AI. Her work combines hands-on product experience with academic rigor, bringing proven eval methods into both enterprise and educational contexts.

Before joining the education industry, Stella worked at Shopify and Carvana, where she built data-driven systems that powered product innovation and operational efficiency at scale.

Stella also writes an AI Evals newsletter on Substack: https://datasciencexai.substack.com/

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