Huy Huynh
Undergraduate Researcher
Seattle, Washington, United States
Summary
👤
Senior🎓
Top SchoolHuy Huynh is an undergraduate Computer Science researcher at the University of Washington focused on machine and deep learning applications that bridge research and real-world products. He contributes to cutting-edge computational imaging at the GRAIL Lab—pushing ultra-high-resolution super-resolution for microscopy—and studies robust autonomous web agents at the UW Systems Lab, where he designs classifiers to label multi-turn agent failure modes. With seven years leading teams and shipping product—evidenced by a 95% accurate image recognition wardrobe app and backend contributions to the Kubernetes application CRD—he blends systems engineering with applied ML. Based in Seattle, he’s motivated by projects in health and accessibility and has a demonstrated knack for turning research prototypes into scalable, production-relevant systems.
9 years of coding experience
1 year of employment as a software developer
Bachelor's degree Computer Science, Bachelor's degree Computer Science at University of Washington
Github Skills (8)
crt10
kubernetes10
go10
crc10
kubernetes-pods10
json-schema9
api-design8
yaml7
Programming languages (11)
Github contributions (5)
kubernetes-sigs/application
Mar 2018 - Jun 2018
Application metadata descriptor CRD
Role in this project:
Back-end Developer
Back-end DeveloperContributions:13 commits, 3 PRs, 42 comments in 3 months
Contributions summary:Huy primarily focused on enhancing the application metadata descriptor within the Kubernetes ecosystem. Their contributions include refining the ApplicationSpec structure by adding and modifying fields like `Maintainers`, `Links`, `Info`, and `Notes`. Further work involved restructuring the schema definition, including introducing support for referencing external sources within the InfoItem, along with updating generated code. These changes suggest an effort to improve the application's configuration and information management.
descriptorkubernetesmetadatacrdk8s-sig-apps
huyhg/cog
Jul 2017 - Oct 2019
Contributions:1 PR, 9 pushes, 5 branches in 2 years 2 months
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