Andre Ribeiro
Staff Machine Learning Engineer at LinkedIn
California, United States
Summary
👤
Senior🎓
Top SchoolAndre Ribeiro is a Staff Machine Learning Engineer and tech lead at LinkedIn with nine years of experience building production ML systems that shape user experience at scale. He transitioned from a strong research background—holding a PhD in Chemistry and postdoctoral work in MD/MC simulations and graph-theoretic analysis—to applied data science roles at Zwift and LinkedIn, blending rigorous experimental thinking with product-focused delivery. He has led data science teams, mentored engineers, and contributed as an early Udacity code reviewer, signaling a commitment to teaching and clear technical communication. Based in California, Andre pairs HPC and large-scale analytics expertise with practical ML engineering to move models from research to robust, user-facing systems. An understated strength is his ability to translate high-dimensional scientific data workflows into scalable production pipelines.
10 years of coding experience
12 years of employment as a software developer
Data Science, Data Science at The Data IncubatorDoctor of Philosophy (Ph.D.) Chemistry, Doctor of Philosophy (Ph.D.) Chemistry at Federal University of Rio de JaneiroHigh School High School/Secondary Diplomas and Certificates, High School High School/Secondary Diplomas and Certificates at Colégio Santo Agostinho
English, Portuguese, German
Github Skills (14)
projeto10
java9
latex9
twitch8
mysql8
twitter6
linux5
windows5
macos4
chat4
python4
audio-classification3
deep-learning2
audio2
Programming languages (3)
Github contributions (5)
aandreysr/aniv
Mar 2022 - Apr 2023
Contributions:12 pushes in 1 year 1 month
aandreysr/senaihackathon
Jun 2025 - Oct 2025
Contributions:5 pushes, 1 branch in 3 months
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