Audrey Li
Sr. Staff Machine Learning Systems Engineer at hims & hers
San Francisco, California, United States
Summary
🤩
Rockstar🎓
Top SchoolAudrey Li is a Sr. Staff Machine Learning Systems Engineer with 11 years of experience building human-centered ML tooling and visualization platforms, currently focused on healthcare. She designs and ships debugging, observability, and UX-forward tools that bridge data, workflows, and design—previously creating EvalViz, EvalFlow, and DailyFlow for robotics and autonomous vehicle teams at Cruise. Audrey combines front-end craftsmanship (notably contributions to the open-source webviz visualization library) with backend ML systems thinking to make complex models feel intuitive and actionable. Her product-first approach emphasizes clarity and iteration, turning technical complexity into interfaces that accelerate diagnosis and decision-making. Based in San Francisco, she brings entrepreneurial energy from earlier startups and runs side projects like optimizing an Airbnb rental with the same systematic curiosity she applies to ML systems. Outside engineering she channels that curiosity into parenting two young children and learning practical domains from tax strategy to toddler behavioral science.
11 years of coding experience
12 years of employment as a software developer
Bachelor's Degree Computer Science & Technology, Bachelor's Degree Computer Science & Technology at Beijing University of Chemical Technology
English, Spanish, French, German
Stackoverflow
980reputation
39kreached
9answers
3questions
Github Skills (16)
uid10
javascript10
front-end-development10
ui-design10
react10
web-development9
css8
xcode6
uiimageview6
ios6
swift6
radio-buttons6
corner-radius6
cocoa6
angularjs6
Programming languages (3)
Github contributions (5)
cruise-automation/webviz
Dec 2018 - May 2021
web-based visualization libraries
Role in this project:
Front-end Developer
Front-end DeveloperContributions:54 reviews, 116 commits, 187 PRs in 2 years 6 months
Contributions summary:Audrey primarily contributed to the front-end development of the webviz visualization libraries. Their work involved updating the documentation app with style and logo enhancements, including dark theme conversion, mobile navigation support, and the addition of a logo and favicon. They also made modifications to the application's React components and updated project dependencies.
reactjavascriptweb-baseddata-visualizationvisualization
vidaaudrey/trippian
Jan 2016 - Feb 2016
Contributions:1 PR, 244 pushes, 21 branches in 1 month
reactgraphqltravelersreactjscompanions
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