Colin Mcnamara
Field CTO at Self-Improving Code
Austin, Texas, United States
Summary
👤
Senior🎓
Top SchoolColin Mcnamara is a seasoned engineering and operations leader with 13 years of senior experience building highly reliable cloud, network, and AI-enabled supply chain systems where failure is not an option. Currently Managing Partner for Engineering & Finance at Always Cool Brands in Austin, he blends generative AI, provenance tracking, and rigorous quality frameworks (ISO, SQF, IWA42) to make FDA-regulated food and beverage supply chains safer and more sustainable. Previously he led Oracle’s optical and network reliability efforts, driving a 58% reduction in customer outage minutes and accelerating data-center delivery that added $27M in revenue. Colin’s career spans founding consulting practices, pioneering DevOps and SDN/cloud solutions, and hands-on reliability work that connects global infrastructure to human outcomes—he often frames technical wins by who they protect on the factory floor. A Marine Corps veteran and certified firefighter, he brings operational discipline and incident-command experience to complex engineering programs. He pairs fiscal stewardship of large capital budgets with a curiosity for practical AI tooling—LangChain and local models are already in his production stack.
13 years of coding experience
10 years of employment as a software developer
Lean Six Sigma, Lean Six Sigma at Purdue University College of EngineeringCertification, Fire Science, Airport Rescue Firefighting, Certification, Fire Science, Airport Rescue Firefighting at Oklahoma State ExtensionDimension Data Leadership Development, NeuroLeadership / Emotional Intelligence, Dimension Data Leadership Development, NeuroLeadership / Emotional Intelligence at Crummer Graduate School of Business at Rollins CollegeProfessional Development, Warfighting, Finance, Leadership, Professional Development, Warfighting, Finance, Leadership at Marine Corps Institute
Github Skills (22)
chatgpt10
python10
langchain10
open-source10
typescript10
llm10
openstack10
openai10
ai10
generative-ai10
gemini10
anthropic10
pydantic9
opendev7
docusaurus6
Programming languages (5)
Github contributions (5)
aimug-org/austin_langchain
Aug 2023 - Oct 2025
Austin LangChain
Contributions:11 reviews, 107 PRs, 278 pushes in 2 years 2 months
langchain
aimug-org/alc-docs
Sep 2024 - Jun 2026
AIMUG website - powered by Docusaurus
Contributions:9 reviews, 11 PRs, 202 pushes in 1 year 8 months
docusaurus
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