Luke Arpino
Senior Machine Learning Engineer at Isomorphic Labs
London, England, United Kingdom
Summary
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Senior🎓
Top SchoolLuke Arpino is a Senior Machine Learning Engineer based in London with nine years of experience applying deep learning to biometrics and cybersecurity. He combines a rigorous theoretical physics Ph.D. background with hands-on production work across startups and tech leaders, most recently at Isomorphic Labs after building computer vision systems at Snap. His research-led approach is grounded in advanced simulation, Monte Carlo methods and parallel computing from his doctoral work, enabling robust, explainable models for security-sensitive applications. Luke has led research teams and shipped commercial AI features, bridging the gap between novel algorithms and scalable deployment. He is comfortable navigating both academic publication norms and fast-moving product cycles, bringing a rare blend of theoretical depth and pragmatic engineering. An understated strength is his ability to translate complex physical models into efficient code and reproducible pipelines that survive real-world adversarial conditions.
9 years of coding experience
9 years of employment as a software developer
M.Sci Physics, M.Sci Physics at University of OxfordDoctor of Philosophy (Ph.D.) Theoretical Particle Physics, Doctor of Philosophy (Ph.D.) Theoretical Particle Physics at University of Sussex
EnglishGithub contributions (5)
lcarpino/dotfiles
Oct 2017 - Sep 2024
Contributions:23 pushes, 1 branch in 6 years 11 months
lcarpino/ARES
Jul 2019 - Apr 2022
Contributions:1 release, 110 commits, 5 pushes in 2 years 9 months
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