Sage Elliott

AI Engineer at Union.ai

Seattle, Washington, United States
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Summary

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Rockstar
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Top School
Sage Elliott is an AI engineer with 11 years of experience building reliable ML systems, currently leading the Applied AI lab at Union.ai. He specializes in GenAI, computer vision, and production-grade MLOps—designing scalable workflows, RAG pipelines, and cost-observable model lifecycles using Flyte and related orchestration tools. Sage has a strong developer-education background, having taught thousands via live workshops and created practical content and demos that bridge research and production. His work spans hands-on model fine-tuning (full, LoRA, QLoRA), object-detection pipelines, and implementing monitoring and guardrails for responsible AI. An active community organizer and mentor across multiple Seattle and SF meetups, he pairs technical execution with developer advocacy to accelerate adoption. Outside of work he’s often biking around Seattle scouting coffee shops, a small ritual that keeps his curiosity and energy fueled.
code11 years of coding experience
job9 years of employment as a software developer
bookWeb Development, Web Development at Treehouse
bookNanodegree Full Stack Development, Nanodegree Full Stack Development at Udacity
bookAA Computer Science, AA Computer Science at Eastern Florida State College
languagesEnglish
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Stackoverflow

Stats
1reputation
85reached
1answer
1question
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Github Skills (38)

javascript10
data-quality10
nlg10
css10
dataops10
math10
logging10
nodejs10
react10
data-science9
prompt-injection9
analytics9
python9
machine-learning9
codebase9

Programming languages (4)

TypeScriptHTMLJupyter NotebookPython

Github contributions (5)

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sagecodes/intro-web-scraping

Dec 2018 - Nov 2019

An introduction to Web Scraping with Python
Contributions:18 commits, 14 pushes in 11 months
pythonscrapyscrapingweb-scrapingscraper
sagecodes/sagecodes

Jul 2020 - Apr 2024

Contributions:49 pushes, 1 branch in 3 years 10 months
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Sage Elliott - AI Engineer at Union.ai