Andrew Miller
Principal AI ML Consultant, Founder at QuCelerate
Holly Springs, North Carolina, United States
Summary
🤩
Rockstar🎓
Top SchoolAndrew Miller is a Principal AI/ML consultant and founder with eight years of focused experience turning regulated, complex business problems into scalable, revenue-generating systems. He has a track record of measurable impact—reducing a client’s subscription creation time from one week to one hour to unlock $600K ARR, and architecting a patent intelligence platform housing 15M+ documents with semantic search powered by modern language models. Hands-on across cloud, data engineering, MLOps and DevOps, Andrew has productionized ML workflows, led Snowflake and DeterminedAI deployments, and improved build/test pipelines for notable open-source projects like Eclipse Temurin. He is a pragmatic technical leader who builds teams and developer culture—driving enterprise-wide GitHub Copilot adoption and mentoring engineers into senior roles—while retaining deep implementation skills. Based in Holly Springs, NC, he blends startup agility with enterprise rigor, often focusing on integrations and compliance-heavy domains such as clinical and health tech. An understated strength: he routinely converts messy legacy systems into maintainable platforms that unlock immediate operational savings.
8 years of coding experience
11 years of employment as a software developer
Master's degree, Computer Science, 3.23, Master's degree, Computer Science, 3.23 at North Carolina State UniversityBachelor of Applied Science - BASc, Mathematics and Computer Science, Bachelor of Applied Science - BASc, Mathematics and Computer Science at Ufa State Aviation Technical University
English, Russian
Github Skills (26)
github-ci10
docker10
scripting10
testing10
cd10
bash10
dockers10
cicd10
java10
javas10
automation10
script10
ci-cd-pipeline10
build-automation10
pipeline10
Programming languages (13)
Github contributions (5)
adoptium/temurin-build
Jan 2019 - Jan 2023
Eclipse Temurin™ build scripts - common across all releases/versions
Role in this project:
DevOps Engineer & Automation Engineer
DevOps Engineer & Automation EngineerContributions:1 release, 627 reviews, 112 commits in 4 years
Contributions summary:Andrew's commits primarily involve modifying build scripts and CI/CD pipelines within the Eclipse Temurin build system. Their work includes adding retry logic for Gradle and Git operations to improve build stability, enhancing the build process for OpenJ9, and adding features like SBOM generation. Furthermore, they've made changes to Windows build configurations and the handling of debug symbols. These modifications demonstrate a strong focus on automating builds and improving the overall reliability of the build system.
docker-commandscacertdocker-groupswttheia
adoptium/aqa-tests
Aug 2018 - Jan 2023
Home of test infrastructure for Adoptium builds
Role in this project:DevOps Engineer & Automation Engineer
DevOps Engineer & Automation EngineerContributions:89 reviews, 50 commits, 132 PRs in 4 years 5 months
Contributions summary:Andrew's contributions primarily center on enhancing the test infrastructure and automation capabilities within the Adoptium aqa-tests repository. They focused on enabling and configuring tests, specifically for zOS environments, involving changes to build scripts and test configurations. Furthermore, the user improved Jenkins-related automation by adding parameters and refining process cleanup mechanisms for greater efficiency and robustness. This included updates to handle potential rogue processes and containerization issues.
test-infrastructureopenjdk-testsbuildsadoptiuminfrastructure
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