Ching Wang
Senior Machine Learning Engineer at Wise Point Tech 端點智能
Taiwan
Summary
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Senior🎓
Top SchoolChing Wang is a Senior Machine Learning Engineer based in Taiwan with 11 years of experience applying multilingual NLP, LLMs, and statistical methods to cybersecurity, network monitoring, and environmental research. He has built production-grade systems—integrating RAG and text2SQL for operator knowledge retrieval, hybrid multilingual spam/toxicity detectors, and an AI WAF with a 0.99 F1 whitelist automation—from prototype to Dockerized deployment. At Taiwan Cybersecurity Foundry he combined federated few-shot learning, explainable XGBoost+SHAP models, and NLP-driven rule mapping to detect zero-day attacks and reduce false alerts, while also leveraging time-series and Bayesian techniques for anomaly detection. His background in marine science and field analytics informs a data-driven, interdisciplinary approach to problem framing and feature engineering that is uncommon among ML engineers focused solely on IT. Skilled at turning complex domain rules into scalable ML pipelines, he blends research rigor with operational pragmatism.
11 years of coding experience
3 years of employment as a software developer
碩士, 海洋研究所, 碩士, 海洋研究所 at 國立臺灣大學生命科學, 生命科學 at 東海大學Programming languages (1)
Github contributions (3)
cweiwang/BoneMarrow
May 2021 - May 2021
Contributions:2 pushes in 1 day
Vaa3D/vaa3d_tools
May 2015 - Jan 2016
www.vaa3d.org
Contributions:17 commits in 8 months
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