Daniel Romero

Founding AI Robotics Engineer (stealth) at Mechron

Ceará, Brazil
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Summary

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Rockstar
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Top School
Daniel Romero is a Founding AI Robotics Engineer with a 14-year professional track record and deep, hands-on experience scaling AI and automation systems from research to production. He has optimized LLM and vision workloads with custom Triton GPU kernels and mixed-precision training, built large-scale RAG platforms powering 50M+ documents, and deployed hybrid retrieval and agentic pipelines using LangChain, Qdrant, and FastAPI. His background spans SRE and platform engineering—designing multi-cloud Kubernetes infrastructure, observability, and MLOps—which gives him a rare end-to-end fluency across hardware, model performance, and production services. Based in Ceará, Brazil, he combines stealth startup founding work in robotics with teaching AI and software engineering, and has a long history of transforming legacy systems into cloud-native, performant platforms. An early sysadmin turned ML engineer, he’s comfortable digging into GPU profilers one day and building developer-facing RAG demos the next, bringing pragmatic optimizations that cut latency and compute costs.
code14 years of coding experience
job24 years of employment as a software developer
bookMachine Learning by University of Washington on Coursera, Machine Learning by University of Washington on Coursera at University of Washington
bookAlura
bookMathematics for Machine Learning on Coursera, Mathematics for Machine Learning on Coursera at Imperial College London
bookApplied Data Science with Python on Coursera, Applied Data Science with Python on Coursera at University of Michigan
bookMachine Learning and Data Science, Machine Learning and Data Science at Zero To Mastery Academy
bookHigher Systems for Internet, Higher Systems for Internet at CET
languagesEnglish, Portuguese
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Github Skills (99)

docker-machine10
apache-spark10
penetration-testing10
web-application10
web-application-security10
bash10
security10
scheduling10
infrastructure10
docker-registry10
docker-container10
google-cloud10
dockerfile10
stream-processing10
data-pipeline10

Programming languages (10)

DockerfileShellCSSSCSSJavaScriptGoHTMLJupyter Notebook

Github contributions (5)

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infoslack/vimfiles

Apr 2013 - Aug 2020

Contributions:63 commits, 10 pushes in 7 years 5 months
infoslack/1983

Oct 2016 - Jun 2022

Contributions:8 pushes, 1 branch in 5 years 9 months
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Daniel Romero - Founding AI Robotics Engineer (stealth) at Mechron