Zachary Warnes

Machine Learning Engineer at Fireweed AI

Canada
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Summary

👤
Senior
🎓
Top School
Zachary Warnes is a Machine Learning Engineer with 11 years of experience and an MSc in Data Science, building production-first AI systems that bridge raw data, scalable pipelines, and LLM-driven retrieval. He has shipped cloud-native ML infrastructure across Azure, AWS, and GCP, engineered event-driven data platforms processing terabytes of geospatial and IoT sensor data, and deployed RAG and vector-search systems used by hundreds of scientists and engineers. His background spans healthcare, geoscience, and low-resource NLP research—where he fine-tuned open-source LLMs and established evaluation frameworks for bias and cultural appropriateness. Known for combining software engineering rigor with deep ML expertise, Zach prioritizes observability, reproducible training, and lightweight inference strategies that make models usable in real teams.
code11 years of coding experience
job6 years of employment as a software developer
bookMaster of Science - MS, Master of Science - MS at Maastricht University
bookInternational Asian Studies Program, Computer Science, International Asian Studies Program, Computer Science at Chinese University of Hong Kong
bookBachelor of Science (B.Sc.), Bachelor of Science (B.Sc.) at McGill University
languagesEnglish, French
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Github Skills (26)

windows10
desktop10
android10
flutter10
ios9
cross-platform9
mobile9
material-design9
macos9
dart9
web-framework8
google-colaboratory8
mobile-development7
skiasharp7
app-framework7

Programming languages (4)

JavaScriptJupyter NotebookGroovyDart

Github contributions (5)

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Contributions:9 commits, 8 pushes, 1 branch in 3 months
zjwarnes/Data-Mining

Feb 2020 - Dec 2020

Contributions:7 pushes, 1 branch in 9 months
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