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Robust Production QA Practices for Multimodel Systems in Shifting Ground Truth and UX Environments

Posted Aug 15, 2022 | Views 605
# QA Practices
# Shifting Ground Truth
# UX Environments
# Meta.com
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Speaker

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Kenneth Chen
Machine Learning Software Engineer @ Meta

Kenny Chen is an ML Engineer at Meta in the Reality Labs division working on motion and location algorithms. He previously worked at early-stage B2B SaaS start-ups in modeling, backend, and sales roles, and he received his undergraduate degree in Statistics from Harvard University.

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SUMMARY

Kenny Chen discusses robust production QA Practices for multimodel systems in shifting ground truth and UX environments. This talk covers, QA practices, object metadata tagging, regenerative testing framework, and production model rollbacking.

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