
Yi Zhang
My research interests include large-scale system modelling, simulation, and optimization. Data analysis, machine learning, decision making under uncertainty,... | Santa Clara, California, United States
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Yi Zhang’s Emails yz****@ne****.com
Yi Zhang’s Phone Numbers No phone number available.
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Yi Zhang’s Location Santa Clara, California, United States
Yi Zhang’s Expertise My research interests include large-scale system modelling, simulation, and optimization. Data analysis, machine learning, decision making under uncertainty, in applications in detection, prediction, scheduling, and risk management. The projects I have worked are in the domains of in data security, application security, smart grid, customer contract agreement, and credit ranking. As a Principle Data Scientist in Netskope, I lead the projects on Data Security to detect sensitive information from document and images. I also lead the URL categorization project to categorize websites based on their page format and content. I initialized the effort and applying various machine learning technology including deep learning in AIOps, which help our engineers to understand the optimize the resource planning and failure prevention in an AI perspective. Summary of Qualifications • 15+ years of research/consultancy experience in data mining, intelligent reasoning, applying mathematical modeling (operations research, statistics, stochastics, and simulation) and analytics to planning, protecting, and optimizing large scale system • Professional experience in problem identification, analytical algorithm choice, algorithmic design, and implementations • Strong leadership/contributor to various projects. Great communication skills along with exemplary teamwork abilities
Yi Zhang’s Current Industry Netskope
Yi
Zhang’s Prior Industry
Carnegie Mellon University
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Quanta Technology
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Ge Research
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Qualcomm
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Forescout Technologies
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Netskope
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Work Experience

Netskope
Distinguish Machine Learning Researcher
Tue Jan 01 2019 00:00:00 GMT+0000 (Coordinated Universal Time) — Present
Forescout Technologies
Senior Principal Data Scientist
Sat Jul 01 2017 00:00:00 GMT+0000 (Coordinated Universal Time) — Tue Jan 01 2019 00:00:00 GMT+0000 (Coordinated Universal Time)
Qualcomm
Machine Learning Researcher
Sun May 01 2016 00:00:00 GMT+0000 (Coordinated Universal Time) — Thu Jun 01 2017 00:00:00 GMT+0000 (Coordinated Universal Time)
Ge Research
Lead Machine Learning Researcher
Sun Aug 01 2010 00:00:00 GMT+0000 (Coordinated Universal Time) — Sun May 01 2016 00:00:00 GMT+0000 (Coordinated Universal Time)
Quanta Technology
Intern
Fri May 01 2009 00:00:00 GMT+0000 (Coordinated Universal Time) — Sat Aug 01 2009 00:00:00 GMT+0000 (Coordinated Universal Time)
Carnegie Mellon University
Graduate Student
Wed Sep 01 2004 00:00:00 GMT+0000 (Coordinated Universal Time) — Thu Jul 01 2010 00:00:00 GMT+0000 (Coordinated Universal Time)