Wei Song
Senior Machine Learning Engineer at Axiado Corporation
San Jose, California, United States
Summary
👤
Senior🎓
Top SchoolWei Song is a machine learning engineer and research scientist with a Ph.D. in Computer Science and over a decade of software development experience, specializing in cybersecurity and software supply chain protection. He builds production-grade ML systems—ranging from embedding-based function search and vector databases to RL agents for thermal optimization—and has shipped solutions at startups and industry labs. His research has been published in top security venues (CCS, RAID, AsiaCCS) and earned a best paper award for work that influenced binary fuzzing metrics. At Deepbits he combined decompilation, CodeBERT tuning, and vector search to improve cross-architecture function matching, and contributed fuzzing tests that uncovered real vulnerabilities in an OpenSSF-funded SBOM project. More recently he applied LLMs and time-series models to firmware log parsing and edge deployments for real-time anomaly detection and energy savings. Based in San Jose, he pairs rigorous academic research with hands-on engineering to reduce detection lag and harden open-source ecosystems.
8 years of coding experience
15 years of employment as a software developer
Master's degree Computer Science, Master's degree Computer Science at Beijing University of Posts and TelecommunicationsDoctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at Syracuse UniversityDoctor of Philosophy - PhD Computer Science, Doctor of Philosophy - PhD Computer Science at University of California, RiversideBachelor's degree Computer Science, Bachelor's degree Computer Science at Huazhong University of Science and Technology
Github Skills (14)
w3c10
web-of-things10
lwm2m10
opc-ua10
open-source9
iot-platform9
cloud-native9
javascript9
iiot9
kubernetes9
iot9
mqtt8
internet-of-things7
microk8s5
Programming languages (4)
Github contributions (5)
FFFFFaraway/shifu
Dec 2022 - Jan 2023
An alternative to Google IoT and more, yet open-source.
Contributions:71 pushes, 7 branches in 1 month
google-iotiot
FFFFFaraway/ncov
Sep 2021 - Aug 2023
Contributions:1 push, 1 branch in 1 year 11 months
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