Austin Chi
Director Of Machine Learning Operations
Anaheim, California, United States
Summary
👤
Senior🎓
Top SchoolAustin Chi is a Director of Machine Learning Operations with nine years of experience building production-grade ML systems and scalable GPU inference for edge-to-cloud deployments. Based in Anaheim, he has led architecture and delivery for a frictionless retail product—designing automated cart services, real-time product recognition, and action-detection platforms for safety use cases. He migrated bare-metal systems to Kubernetes-based cloud and hybrid architectures, built low-latency observability stacks, and authored an engineering onboarding curriculum that accelerated new hire productivity. Comfortable both as an ML engineer and software engineer, he combines hands-on model and inference pipeline design with systems-level DevOps and data infrastructure expertise. His background in statistics and experience proofreading econometrics research underline a data-driven rigor that informs both model validity and production reliability.
10 years of coding experience
5 years of employment as a software developer
Bachelor of Arts and Science (B.A.S.) Economics And Statistics, Bachelor of Arts and Science (B.A.S.) Economics And Statistics at University of California, DavisMaster's degree Statistics, Master's degree Statistics at University of California, Riverside
English, Chinese
Github Skills (22)
screen-scraping5
traffic5
anaconda5
weather5
aviation4
python4
rtl-sdr4
lua3
data-preprocessing3
html3
zen3
homebridge2
neovim-plugin2
nvim2
hybrid-cloud2
Programming languages (7)
Github contributions (5)
audreychu/stop-sign-detection
Apr 2017 - Jun 2017
Contributions:19 commits, 17 pushes in 1 month
aschi2/aschi2.github.io
Jan 2017 - Apr 2020
Contributions:217 pushes, 1 branch in 3 years 3 months
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