Matthew Guay
CV ML Engineering Manager at Allen Control Systems
Washington, District of Columbia, United States
Summary
👤
Senior🎓
Top SchoolMatthew Guay is a CV/ML engineering manager leading research and development of robotic computer vision for the Bullfrog cUAS system, with 11 years of experience delivering production-grade multimodal AI in defense and biotechnology. He combines a PhD in applied mathematics from University of Maryland and a Cornell mathematics BA with hands-on leadership, moving algorithms from prototype to deployed systems under high-stakes constraints. His background spans government labs, startups, and contractors—tackling large-scale 3D biomedical EM, veterinary diagnostic imaging, and long-range UAS detection—so he’s fluent in both research rigor and operational requirements. Known for shipping real-world systems rather than papers, he builds teams that prioritize robustness, sensing integration, and fast, reproducible iteration.
11 years of coding experience
9 years of employment as a software developer
Doctor of Philosophy - PhD Applied Mathematics, Doctor of Philosophy - PhD Applied Mathematics at University of MarylandBachelor's degree Mathematics, Bachelor's degree Mathematics at Cornell University
Github Skills (108)
python10
deep-learning10
ml10
neural-network10
data-science10
tensorflow10
machine-learning10
deep-neural-networks10
cli9
object-detection9
computer-vision9
astra9
crf8
gpu8
toolbox8
Programming languages (4)
Github contributions (5)
leapmanlab/leapmanlab.github.io
Jan 2018 - Mar 2021
Contributions:207 pushes, 1 branch in 3 years 2 months
heyitsguay/heyitsguay.github.io
May 2015 - Feb 2023
Contributions:680 commits, 16 PRs, 695 pushes in 7 years 10 months
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