Jacob Carroll
Staff Machine Learning Engineer at Lockheed Martin
Aurora, Colorado, United States
Summary
👤
Senior🎓
Top SchoolJacob Carroll is a Staff Machine Learning Engineer with nine years of experience applying physics-grade rigor to AI research and production, currently leading Sensemaking AI/ML IRAD at Lockheed Martin. He blends a PhD in Physics and a strong statistics background to build ATR, ontology-driven reasoning, open-set recognition, and NLP systems that bridge research and deployed defense capabilities. Jacob has led cross-functional teams from flight software for space missions to behavior-categorization models, demonstrating both low-level C++ neural modeling and higher-level ML pipeline ownership. His work includes neural dynamics research and sparse CNN studies that earned recognition at Los Alamos and publications in top venues, signaling a rare mix of theoretical insight and practical engineering. Based in Aurora, Colorado, he thrives on translating complex scientific problems into robust, operational solutions for high-assurance environments.
8 years of coding experience
8 years of employment as a software developer
Associate of Arts and Sciences (A.A.S.), Science, Highest Honors, Associate of Arts and Sciences (A.A.S.), Science, Highest Honors at Lord Fairfax Community CollegeVirginia Tech
English
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (3)
discord-bot8
discord7
jenkins7
Programming languages (3)
Github contributions (5)
jac21934/Jenkins_the_DnD_Bot
Sep 2017 - Oct 2018
Contributions:1 release, 89 commits, 6 PRs in 1 year 1 month
jenkinsdiscordlotbotdiscord-bot
jac21934/PetaVision_Files
Jun 2018 - Aug 2018
Contributions:115 pushes, 1 branch in 1 month
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