Paul Welch

Machine Learning Engineer at SDI LLC

Seattle, Washington, United States
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Summary

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Senior
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Top School
Paul Welch is a Machine Learning Engineer and seasoned IT leader with over 20 years of experience designing and operating secure, highly available enterprise infrastructure across cloud and hybrid environments. He has a track record of translating business needs into ROI-driven IT transformation—implementing Zero Trust architectures, achieving 99.99% uptime, and ensuring compliance with ISO 27001, NIST, and SOC 2. Paul blends hands-on networking, cloud (Azure/AWS), virtualization, and M365 expertise with leadership of high-performance teams and vendor strategy across distributed sites. Lately he’s focused on machine learning, containers, microservices, and DevOps, pairing modern ML deployment patterns with a deep operational background. Based in Seattle, he brings a pragmatic, security-first approach informed by prior cyber operations in the U.S. Air Force and a history of building SOPs, runbooks, and automated observability that keep systems resilient in production.
code11 years of coding experience
job8 years of employment as a software developer
bookBachelor of Science Information Technology Management, Information Technology, Bachelor of Science Information Technology Management, Information Technology at WGU Washington
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Stackoverflow

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Github Skills (19)

graph8
terraform7
aws7
command-line-utility7
terraform-module5
devops5
infrastructure-as-code5
declarative5
infrastructure5
kube-state-metrics5
hashicorp4
kubernetes-cluster4
cluster-manager3
kubernetes3
hcl3

Programming languages (2)

GoPython

Github contributions (5)

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paulwelch/kubestate

Sep 2018 - Jul 2019

Command line utility to show resource states in your kubernetes cluster using kube-state-metrics
Contributions:1 release, 53 commits, 2 PRs in 10 months
kubecommand-line-utilitykuberneteskubernetes-clustercluster
Contributions:24 pushes, 1 branch in 9 years 4 months
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Paul Welch - Machine Learning Engineer at SDI LLC