Wei Song
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
13 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 (18)
opc10
web-of-things10
open-source10
iot-cloud10
iot-platform10
iiot10
edge-computing10
w3c10
opc-ua10
javascript9
lwm2m9
iot9
cloud-native9
mqtt8
virtualization8
Programming languages (5)
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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