Matthew Roos
Neuroscience-inspired AI Researcher at Binary Cognition
Washington DC-Baltimore Area United States
Summary
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Senior🎓
Top SchoolMatthew Roos is a neuroscience-inspired AI researcher and computational neuroscientist with 11+ years translating neural principles into machine learning and computer vision systems. At Johns Hopkins APL he leads work that constrains AI models with neuroscientific data, while his consultancy Binary Cognition prototypes biologically motivated algorithms and vision solutions for practical use. He blends deep academic training—a PhD in neuroscience—with hands-on engineering roots in signal processing and embedded DSP going back to the 1990s, giving him rare fluency across experiment, model, and production code. An adjunct instructor of ML and data science, he also pursues interests in evolution and artificial life that inform unconventional approaches to learning and representation.
11 years of coding experience
10 years of employment as a software developer
Doctor of Philosophy (Ph.D.), Neuroscience, Doctor of Philosophy (Ph.D.), Neuroscience at The Johns Hopkins University School of MedicineMS, Biomedical Engineering, MS, Biomedical Engineering at Duke UniversityBS, Electrical Engineering, BS, Electrical Engineering at Missouri University of Science and TechnologyMS, Electrical Engineering, MS, Electrical Engineering at Purdue University
Github Skills (88)
python10
gtk10
deep-learning10
yolov710
qt10
ml10
darknet10
neural-network10
data-science10
tensorflow10
pytorch10
matplotlib10
machine-learning10
deep-neural-networks10
yolov410
Programming languages (8)
Github contributions (5)
mattroos/RouteNet
Mar 2018 - Jan 2020
Contributions:61 commits, 58 pushes, 1 branch in 1 year 10 months
mattroos/dotreader
Jul 2016 - Apr 2017
Contributions:102 pushes, 1 branch in 9 months
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