Patrick Darrow
Machine Learning Engineer at Valence Vibrations
Los Angeles, California, United States
Summary
👤
Senior🎓
Top SchoolPatrick Darrow is a software engineer with nine years of experience specializing in ML/AI, computer vision, and robotics, currently building satellite platform software after leading applied ML at Deep Sentinel. He has a strong EE/CE foundation from USC and a track record of taking real-time, edge-deployed vision systems from research through production—work that included model pruning, quantization, online learning, and adversarial defenses. Patrick blends hands-on R&D with product-focused engineering, having architected ML prototypes for startups in neurodiverse haptic wearables and contributed to neuroscience-informed ML research. Comfortable across firmware-to-cloud stacks, he also brings a creative background in photography and design that informs pragmatic, user-centered system design. Notably, his work emphasizes microsecond-scale FPGA function approximation and real-world performance characterization on constrained devices.
9 years of coding experience
11 years of employment as a software developer
Electrical and Computer Engineering, Electrical and Computer Engineering at University of Southern CaliforniaElectrical Engineering & Computer Science, Electrical Engineering & Computer Science at Las Positas College
Github Skills (57)
python9
machine-learning9
deep-learning9
computer-vision8
object-detection8
cli8
pose-estimation8
tensorflow8
neural-network8
data-science7
image-classification7
pytorch7
convolutional-neural-networks7
deep-neural-networks7
keras7
Programming languages (5)
Github contributions (5)
patrickjdarrow/pendulum_NN
Apr 2020 - May 2021
Contributions:59 commits, 52 pushes, 1 branch in 1 year 1 month
patrickjdarrow/Project-Ismus
Jun 2021 - Dec 2023
Contributions:6 pushes, 1 branch in 2 years 6 months
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