James Gabriel
Senior Machine Learning Engineer at Apple
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolJames Gabriel is a Senior Machine Learning Engineer in Seattle with a decade of experience bringing efficient, edge-ready AI to production at companies from startups to Apple. His background blends deep research—designing novel CNN architectures, layers, and losses for resource-constrained devices—with hands-on systems work in robotics, computer vision, and mechatronics from Intel and Carnegie Mellon. He led prosthetics development in CMU’s Biomechatronics Lab and has practical product design experience from roles at Stanley Black & Decker and 4moms, giving him a rare mix of rigorous math, firmware-aware optimization, and real-world engineering. At XNOR.AI he focused on squeezing deep learning into tiny devices; at Apple he now applies that expertise at scale, optimizing models for edge deployment. Colleagues describe him as someone who dives into mathematical foundations yet keeps one eye on manufacturability and power budgets—making cutting-edge models actually work on constrained hardware.
10 years of coding experience
7 years of employment as a software developer
LandonMaster's degree, Robotics, Master's degree, Robotics at Carnegie Mellon UniversityBSE, Biomedical Engineering, BSE, Biomedical Engineering at Duke University Pratt School of Engineering
English, Chinese
Stackoverflow
145reputation
10kreached
12answers
0questions
Github Skills (24)
hardware10
sdk10
intel9
payment-methods9
in-app-purchase9
computer-vision9
realsense8
camera-api8
forecasting6
smoothing6
defaultdict6
statsmodels6
statistics6
opencv6
python6
Programming languages (2)
Github contributions (5)
widgetOne/APPPRS
Aug 2015 - Dec 2015
Contributions:71 commits in 4 months
Oflameo/APPPRS
Aug 2015 - Jun 2016
Contributions:60 pushes, 2 branches in 10 months
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