Clay Elmore

Lead AI Engineer at SpendAi

Seattle, Washington, United States
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Summary

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Rockstar
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Top School
Clay Elmore is a Lead AI Engineer and co-founder with eight years of experience building production ML and data infrastructure, currently architecting the data and AI backbone at SpendAi to turn raw AP data into actionable procurement intelligence. He previously led GenAI and MLOps engagements at AWS, designing reusable architectures for LLMs, real-time recommendations, and embedding pipelines, and has a track record of shipping production deep learning systems and feature stores at Vail Resorts. Comfortable bridging research and operations, Clay started in computational research and chemical engineering applications, bringing a strong quantitative foundation and hands-on experience in scalable cloud architectures (Azure, Snowflake, Kubernetes). He’s entrepreneurial—co-founding 8090 and now building SpendAI’s engine—and often focuses on practical automation: generating ETL with LLMs, abstraction layers for model APIs, and reusable ML deployment patterns. Based in Seattle, he combines systems-level design with implementation velocity, and enjoys turning messy enterprise data into repeatable, high-throughput ML workflows.
code8 years of coding experience
job8 years of employment as a software developer
bookBachelor’s Degree Chemical Engineering, Bachelor’s Degree Chemical Engineering at University of Notre Dame
bookStudy Abroad Chemical Engineering, Study Abroad Chemical Engineering at University College Dublin
bookWayzata High School
languagesEnglish
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Github Skills (66)

generative-ai10
langchain10
amazon-bedrock10
amazon9
amazon-eks8
quality-assurance8
decomposition8
testing7
apache-spark7
ai-security7
transcription7
lifecycle7
machine-learning7
aws7
kubeflow6

Programming languages (3)

TypeScriptJupyter NotebookPython

Github contributions (5)

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celmore25/OOP_in_Python

Jan 2019 - Jun 2020

This repo holds some basic files used to show how object oriented programming in Python can be a powerful tool!
Contributions:2 PRs, 17 pushes, 2 branches in 1 year 4 months
basic-filespythonobject-oriented-programmingpython3python-can
celmore25/portfolio

Aug 2020 - May 2021

Personal ML/Statistics Portfolio
Contributions:5 PRs, 75 pushes, 7 branches in 9 months
statisticsmachine-learningdata-science
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Clay Elmore - Lead AI Engineer at SpendAi