Clay O'neil
Co-Founder at Insight
Minneapolis, Minnesota, United States
Summary
👤
Senior🎓
Top SchoolClay O'neil is a Co-Founder and AI/ML consultant with a decade of experience building production-grade machine learning and full-stack systems, currently blending LLMs with traditional software to shape practical AI products. He led search and personalization initiatives at Best Buy—delivering real-time NLP models, deep-learning autocomplete, and automated retraining pipelines that served millions of user interactions—and later developed LLM programs at Udemy using dust.tt and LangChain. Comfortable across the stack, he has migrated monoliths to cloud-native microservices, engineered data pipelines on BigQuery, and deployed TensorFlow models in latency-sensitive Node.js services. His background spans applied research in computer vision for satellite imagery to patented algorithm work for startups, reflecting a mix of rigorous engineering and product-minded experimentation. Based in Minneapolis, he brings entrepreneurial drive and a track record of turning complex user signals into scalable, revenue-impacting ML systems.
10 years of coding experience
8 years of employment as a software developer
Associate of Arts (A.A.) General, Associate of Arts (A.A.) General at St. Cloud State UniversityBachelor of Science (BS) Computer Science, Bachelor of Science (BS) Computer Science at University of Minnesota
Stackoverflow
37reputation
4kreached
0answers
5questions
Github Skills (88)
medical10
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application8
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chatgpt8
python8
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Programming languages (4)
Github contributions (5)
oneil512/ClayCoin
Jul 2018 - Jul 2022
Contributions:36 pushes, 1 branch in 4 years
oneil512/INSIGHT
Apr 2023 - Oct 2023
INSIGHT is an autonomous AI that can do medical research!
Contributions:7 reviews, 60 PRs, 77 pushes in 6 months
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