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Portrait of Margaret Mitchell

Margaret Mitchell

Machine learning and ethics researcher at Hugging Face

A researcher in algorithmic bias and fairness who introduced model cards for transparent model reporting and co-founded Google's Ethical AI team.

Current role

Machine learning and ethics researcher at Hugging Face

Since 2021

Education

PhD in computing science

University of Aberdeen

Biography

Margaret Mitchell is a computer scientist who works on algorithmic bias and fairness in machine learning. She earned a bachelor's degree in linguistics from Reed College in 2005, a master's in computational linguistics from the University of Washington in 2009, and a PhD from the University of Aberdeen in 2013 with a thesis on generating reference to visible objects.

She worked at Johns Hopkins University and then Microsoft Research from 2013, where she led the Seeing AI project, an app that narrates text and images for people who are visually impaired. In 2016 she joined Google Research, where she founded and co-led the Ethical AI team with Timnit Gebru. She is best known for introducing model cards for transparent reporting of what a model is intended for, and for debiasing methods based on adversarial learning. Google fired her in 2021 after an investigation following Gebru's dismissal, and she joined Hugging Face in late 2021.

Notable contributions

  1. 2018

    Introduced model cards

    Co-authored the model cards framework for transparent reporting of a machine learning model's intended use and performance across groups.

    • Model Cards for Model Reporting
  2. 2016

    Co-founded Google's Ethical AI team

    Founded and co-led the Ethical Artificial Intelligence team at Google Research with Timnit Gebru.

    • Margaret Mitchell — biography
  3. Led the Seeing AI project

    Was research lead of Seeing AI at Microsoft, an app that supports visually impaired people by narrating text and images.

    • Margaret Mitchell — biography

Career history

  1. Senior research scientist, co-founder of the Ethical AI team

    Google

    2016–2021
  2. Research lead, Seeing AI

    Microsoft

    2013–2016

Sources

  • Margaret Mitchell — individual biographyen.wikipedia.org

Photo: AI4LAM · CC BY 3.0

Profile last checked Nov 12, 2026.

More from Hugging Face

  • Clément DelangueClément DelangueCo-founder and CEO of Hugging Face
  • Thomas WolfThomas WolfCo-founder and Chief Science Officer of Hugging Face

People with Google ties

  • Fernanda ViégasFernanda ViégasGordon McKay Professor of Computer Science at Harvard and Principal Scientist at Google
  • Fei-Fei LiFei-Fei LiFormerly Vice President and Chief Scientist of AI/ML at Google Cloud (2017–2018)
  • Jeff DeanJeff DeanFormerly Chief Scientist (2023–2026)
  • Kai-Fu LeeKai-Fu LeeFormerly President of Google China (2005–2009)
  • Kevin ScottKevin ScottFormerly Search and ads engineer (2003–2007)
  • Timnit GebruTimnit GebruFormerly Co-lead of the Ethical AI team (2018–2020)

People with Microsoft ties

  • Jaime TeevanJaime TeevanChief Scientist and Technical Fellow at Microsoft
  • Kate CrawfordKate CrawfordSenior Principal Researcher at Microsoft Research
  • Kevin ScottKevin ScottChief Technology Officer and Executive Vice President of AI at Microsoft
  • Mustafa SuleymanMustafa SuleymanExecutive Vice President and CEO of Microsoft AI
  • NDNando de FreitasVice President of AI at Microsoft AI
  • Satya NadellaSatya NadellaChairman and CEO of Microsoft