Carlos Marques
MLOps Engineer at Exa
San Francisco, California, United States
Summary
👤
Senior🎓
Top SchoolCarlos Marques is an MLOps Engineer with a decade of experience building and operating ML platforms for AI teams, most recently at Exa and previously at Unbabel where he helped power the company's translation layer. He combines hands-on infrastructure and data engineering skills—having built data quality monitoring, predictive maintenance pipelines, and end-to-end model delivery—to shorten iteration cycles from research to production. Based in San Francisco, Carlos has led MLOps teams and shipped systems that handle diverse data sources (SQL, NoSQL, Kafka) and automated model lifecycle tasks. He brings a background in electrical engineering and computer science and a track record of turning exploratory analytics into production savings and scalable infrastructure. An organizer and former student-leader, he leverages product-minded collaboration to bridge engineering, stakeholder needs, and cloud operations.
10 years of coding experience
6 years of employment as a software developer
Master's degree Electrical Engineering and Computer Science, Master's degree Electrical Engineering and Computer Science at Instituto Superior Técnico
Portuguese, English, Spanish
Github Skills (37)
cookbook8
txt8
stream7
delta6
agent6
data-processing6
python6
web-application6
streaming5
documentation5
streaming-data5
machine-learning5
data-science4
ecosystem4
dataflow4
Programming languages (8)
Github contributions (5)
NEECIST/ws-git-fork
Oct 2017 - May 2020
Repository for git workshop to learn fork and commit different .txt files
Contributions:20 PRs, 17 pushes, 1 branch in 2 years 7 months
txt-filestxtcommitworkshop
Carlos-Marques/rl-MEC-scheduler
Mar 2022 - May 2022
Contributions:16 commits, 10 pushes in 2 months
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