Sungduk Yu
Principal Applied Scientist at Oracle
Santa Monica, California, United States
Summary
🤩
Rockstar🎓
Top SchoolSungduk Yu is a Principal Applied Scientist with eight years of cross-disciplinary experience applying core AI methods to real-world multimodal and responsible AI problems. Currently at Oracle/OCI after a stint at Intel Labs, Sungduk has authored multiple top-tier papers (including a NeurIPS oral) on topics from weight compression and causal discovery in self-attention to expert routing in MoE. He brings a rare combination of deep climate-science modeling (PhD work producing a 50-TB benchmark and physics ML emulators) and practical engineering—evidenced by open-source contributions to tools like HashiCorp Packer adding cloud-provider support. Comfortable moving between research and production, he also has hands-on experience with large ensemble and cloud HPC experiments and a track record of internal awards for research excellence.
8 years of coding experience
15 years of employment as a software developer
Master of Science - MS, Marine Sciences, Master of Science - MS, Marine Sciences at University of North Carolina at Chapel HillUniversity of California, Irvine
Github Skills (6)
packer10
go10
devops9
api8
apidoc8
testing7
Programming languages (2)
Github contributions (5)
hashicorp/packer
Jan 2018 - Feb 2020
Packer is a tool for creating identical machine images for multiple platforms from a single source configuration.
Role in this project:
Backend & DevOps Engineer
Backend & DevOps EngineerContributions:2 reviews, 35 commits, 7 PRs in 2 years 1 month
Contributions summary:Sungduk contributed to adding support for Naver Cloud Platform, which involved modifying Go code related to template validation. This included changes to `step_validate_template.go` and related test configurations. The user also added dependencies and updated error formatting within the codebase. Additionally, the user removed unused variables and refactored code in several files.
packer
NaverCloudPlatform/eslint-config-ncloud
Jun 2018 - Apr 2022
Contributions:4 commits, 2 pushes in 3 years 10 months
Find and Hire Top DevelopersWe’ve analyzed the programming source code of over 60 million software developers on GitHub and scored them by 50,000 skills. Sign-up on Prog,AI to search for software developers.