Lauren Fratamico
Senior Data Scientist
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolLauren Fratamico is a Senior Data Scientist in San Francisco with 11 years of experience building ML-driven products that surface human insights from social data. She has driven conversational health and trust & safety features at Twitter and Pinterest that launched to hundreds of millions of users, and she combines that product impact with academic rigor from MIT Media Lab and UBC. An entrepreneur as founder of Avo Reviews, she shipped a global React Native app with a 2.5M-item database and creative GPT-3–assisted coldstart reviews. Her research blends computational social science, NLP fairness, and user modeling—work that produced peer-reviewed publications and informed real-world moderation and engagement tools. Lauren’s strength is translating nuanced behavioral signals into scalable models and features that improve online interaction quality. She pairs deep hands-on engineering (from cloud analytics to mobile stacks) with a persistent focus on how system design shapes human behavior.
11 years of coding experience
11 years of employment as a software developer
Bachelor of Arts (B.A.) Computer Science, Bachelor of Arts (B.A.) Computer Science at University of California, BerkeleyMaster of Science - MS Media Lab (Computer Science), Master of Science - MS Media Lab (Computer Science) at Massachusetts Institute of TechnologyMaster of Science (MS) Computer Science, Master of Science (MS) Computer Science at The University of British Columbia
Github Skills (37)
gift9
tiktok-api9
trending9
api8
facebook7
style-transfer7
sequence7
python7
tiktok7
nlp6
deep-learning6
ctc6
machine-learning6
pytorch6
react5
Programming languages (3)
Github contributions (5)
fratamico/Tempr---A-visual-knowledge-engineering-tool
Sep 2016 - Apr 2017
Contributions:39 commits, 1 PR, 34 pushes in 7 months
reactprocess-engineeringbeginengineeringdata-visualization
fratamico/fratamico.github.io
Jun 2016 - Feb 2023
My personal website, which can be found here: www.laurenfratamico.com
Contributions:119 pushes, 1 branch in 6 years 9 months
nextjs
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