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.
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...
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