Shane Caldwell
Principal Research Engineer at Dreadnode
Missouri, United States
Summary
👤
Senior🎓
Top SchoolShane Caldwell is a Principal Research Engineer with nine years of experience building ML-driven security and computer vision systems, currently leading research at Dreadnode. He specializes in reinforcement learning, synthetic environments, and generating synthetic data to train and evaluate models for offensive security and automated hacking use cases. Shane has a strong MLOps background—designing CI/CD, ClearML workflows, and APIs to productionize models across companies from startups to acquisitions. His work spans end-to-end stacks from on-device deep learning to terabytes-scale video pipelines and network-attack classifiers, reflecting both hands-on engineering and team leadership. Based in Missouri, he blends academic training in data science with practical security tooling, including custom pentesting distributions and automation frameworks that hint at a bias toward reproducible, adversarial ML research.
9 years of coding experience
6 years of employment as a software developer
Master's degree, Data Science, Master's degree, Data Science at New College of Florida
Github Skills (5)
azure-active-directory9
active-directory9
pam6
azure6
microsoft5
Programming languages (1)
Github contributions (1)
CyberNinjas/pam_aad
Dec 2016 - Apr 2017
Azure Active Directory PAM Module
Contributions:196 commits in 3 months
azure-active-directorypamdirectoryazuremicrosoft
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