Kyle Lin
Machine Learning Ops Engineer at TikTok
Sunnyvale, California, United States
Summary
👤
Senior🎓
Top SchoolKyle Lin is a Machine Learning Ops Engineer with 11 years of engineering experience, currently managing global ads infrastructure SRE at TikTok in Sunnyvale. He combines a strong materials science and analytics background (MS from Stanford, dual BS in Materials Science and Economics) with hands-on ML production experience, having built ML pipelines, CI/CD, and BigQuery data ingestion at Element Energy. Kyle has a track record of automating data workflows—at QuantumScape he cut manual processing by 80%—and has led both algorithm codebases and visualization tooling for faster iteration. His early career in precision measurement and semiconductor process engineering underpins a pragmatic approach to instrumentation, monitoring, and reliability. Known on GitHub by the enigmatic bio "Nothing but Air," he brings a blend of research rigor, production ops discipline, and cross-domain problem solving to large-scale ML systems.
11 years of coding experience
4 years of employment as a software developer
Bachelor's degrees Materials Science and Engineering + Economics (double major), Bachelor's degrees Materials Science and Engineering + Economics (double major) at National Tsing Hua UniversityMaster's degree Materials Science and Engineering, Master's degree Materials Science and Engineering at Stanford University
Chinese, Chinese, Korean
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (40)
assembly10
socket10
tcp-socket10
javascript9
tcp-server9
java9
simpy9
tcp9
discrete-event-simulation9
deserialization9
xml9
websocket8
simulation-framework8
serialization8
json8
Programming languages (2)
Github contributions (5)
uia4j/uia-message
Nov 2014 - Sep 2022
A Java serialization/deserialization library to convert Objects into binary and back depending on structure defined by XML.
Contributions:5 releases, 82 commits, 63 pushes in 7 years 11 months
defineddeserializationxmldeserialization-libraryserialization
uia4j/uia-nms
Jan 2016 - May 2024
Contributions:22 pushes, 4 branches, 4 tags in 8 years 5 months
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