Liam barstad
Machine Learning Engineer at General Dynamics Information Technology
San Diego, California, United States
Summary
👤
Senior🎓
Top SchoolLiam barstad is a Machine Learning Engineer in San Diego with eight years of experience building data-driven systems that automate, predict, and analyze at scale. He has moved from back-end engineering into ML and data roles across startups and enterprises, including AT&T and General Dynamics Information Technology, and has freelanced as a consultant applying reinforcement learning, anomaly detection, and text-to-speech solutions. Proficient in Python, SQL, Go, Rust and JavaScript, he pairs production-minded engineering (Docker, Kubernetes, graph databases) with test-driven agile practices to deliver reliable pipelines and models. A proven mediator and analytical thinker, he thrives on annotating the human condition through big data and turning complex requirements into auditable, production-ready systems. Not obvious from titles: he blends research support experience with hands-on software craftsmanship, bridging exploratory modeling and large-scale deployment.
8 years of coding experience
6 years of employment as a software developer
University of California, San DiegoBack-End Web Development, Back-End Web Development at Turing School of Software & Design
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (42)
interpretation8
realms7
backend6
interactive-brokers6
rails6
ruby6
structures6
evaluation6
machine-learning5
pytorch4
deep-learning4
evaluation-framework4
algotrading3
python3
algorithmic-trading3
Programming languages (6)
Github contributions (5)
mimilettd/little_shop_of_useless_items
Oct 2017 - Oct 2017
Contributions:19 PRs, 104 pushes, 15 branches in 10 days
liambarstad/rales-engine
Nov 2017 - Dec 2017
Contributions:30 PRs, 77 pushes, 18 branches in 3 days
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