Ramon Perez
System Engineer at Decoded
Sydney, New South Wales, Australia
Summary
🤩
Rockstar🎓
Top SchoolRamon Perez is a systems engineer and data practitioner with seven years of hands-on experience building data platforms, dashboards, and ML tooling while teaching data science and engineering across universities and industry. He bridges research and production—shipping benchmarking and visualization tools for local LLMs and robotics simulation infrastructure that make AI systems observable and runnable on consumer hardware. Comfortable in roles from developer advocate to research engineer, Ramon has led the design of a production data platform on AWS and developed accredited data science curricula and workshops. He currently contributes to AI Ops at Canva while continuing to teach practical data skills through Decoded, reflecting a strong bias for communicating complex ideas. Based in Sydney, he pairs analytical rigor from an economics MA with a knack for turning prototypes into operational products—and is equally likely to be found mountain biking or hunting down a great coffee spot.
7 years of coding experience
6 years of employment as a software developer
Master of Arts (M.A.) Economics, Master of Arts (M.A.) Economics at University of Missouri-Kansas CityBachelor of Science (B.S.) Finance Economics and Marketing, Bachelor of Science (B.S.) Finance Economics and Marketing at Missouri Valley College
Spanish, French, German, English
Github Skills (50)
localai10
kubernetes10
monitor10
electron10
machine-learning-models10
machine-learning10
seldon-core10
onnx10
llamacpp10
semi-supervised-learning10
unsupervised-learning10
mlops10
onnxruntime10
reload10
lightgbm10
Programming languages (7)
Github contributions (5)
ramonpzg/architecting-dashboards
Apr 2021 - Jun 2021
Contributions:24 commits, 8 pushes, 2 branches in 2 months
ramonpzg/pycon-apac21-pipelines
Nov 2021 - Nov 2021
Tutorial for PyCon APAC 2021 on Pipelines of all kinds -- from data engineering to machine learning.
Contributions:41 commits, 2 PRs, 36 pushes in 5 days
pythonpipelinepycondata-sciencepipeline-framework
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