Luke Wolcott
Head Of Data Science
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolLuke Wolcott is Head of Data Science with a PhD in Mathematics and a decade of experience building production AI for healthcare and cybersecurity. He leads detection engineering and security-focused ML at ActZero, where he is lead inventor on two issued patents and one pending for interpretable deep-learning anomaly detection that achieves high recall on pentest and incident data. A power user of Spark and Keras/TensorFlow, he designs and deploys 150+ in-service detections across diverse telemetry, blends rule-based, traditional ML and deep-learning approaches, and operationalizes LLMs into SOC workflows. His background spans academic topological data analysis and hands-on public sector work predicting costly incidents from caseworker notes, reflecting an uncommon mix of rigorous theory and pragmatic product delivery. Based in Seattle, he describes himself as a data scientist, mathematician, and concerned citizen committed to building scalable, interpretable security systems that catch what conventional EDRs miss.
10 years of coding experience
9 years of employment as a software developer
Doctor of Philosophy (PhD) Mathematics, Doctor of Philosophy (PhD) Mathematics at University of WashingtonBachelor's degree Mathematics Physics, Bachelor's degree Mathematics Physics at Swarthmore College
Github Skills (5)
health8
barcodes6
survey6
java5
react4
Programming languages (2)
Github contributions (5)
lukewolcott/InteractiveJPDwB
Aug 2016 - Oct 2018
interactive Javaplex demo with TDA barcodes
Contributions:16 commits, 1 PR, 14 pushes in 2 years 2 months
javabarcodestda
Data4Democracy/india-nfhs
Jul 2017 - Dec 2017
Contributions:47 commits, 35 PRs, 23 pushes in 4 months
empowermentnationalwealthhealthwomen
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