Winson Quock

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Summary

👤
Senior
Winston Quock is a seasoned Principal Machine Learning Engineer based in San Ramon, CA, with 10+ years of experience building scalable server-side systems and data-intensive platforms. At Zillow, where he has served since 2017, he leads ML engineering efforts and architecting reliable, high-availability infrastructure for large Web/API services. His career spans leadership roles at Kareo, Blurb, Smule, and Atypon, where he steered microservices consolidation, migration to modern frameworks, and high-throughput media and workflow platforms. He has hands-on expertise across backend, frontend, and mobile, with a proven ability to translate complex requirements into robust, observable systems. A UC Berkeley BA in Computer Science anchors his deep technical foundation, complemented by experience designing collaborative filtering and SSO-enabled architectures. He combines technical depth with leadership, mentoring teams and delivering scalable solutions that balance performance, reliability, and security.
code11 years of coding experience
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Github Skills (35)

keras-tensorflow10
deploying10
intellij10
deeplearning10
java10
highlights10
modular9
artificial-intelligence9
spark9
python9
scala9
differentiation9
linear-algebra9
gpu9
deeplearning4j9

Programming languages (1)

Java

Github contributions (4)

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Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learn...
Contributions:4 commits in 29 days
deeplearning4jpythonautomatic-differentiationneural-netskeras-tensorflow
rusthon/deeplearning4j

Jan 2015 - Jan 2015

Contributions:1 commit in 1 day
learning-platformdeep-learningmachine-learningsparkscala
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