Efrat Vilenski
Staff Security Data Scientist
Israel
Summary
👤
Senior🎓
Top SchoolEfrat Vilenski is a Staff Security Data Scientist with over a decade of hands-on experience turning research-grade machine learning into operational security and analytics systems. She combines a PhD-level background in industrial engineering and data science with 15+ years across analytics, BI, automation and applied ML, delivering end-to-end solutions from anomaly detection research to production alerting and maintenance. Her career spans Intel, Phytech, Forescout and now Intuit, where she blends statistical rigor, database scripting and visual analytics to drive high-signal alerting pipelines. Known for leading cross-functional teams and managing projects, she brings both managerial savvy and deep technical craft to security data problems. An unusual strength is her sustained focus on practical anomaly-detection systems developed during her academic PLF lab work, which she has repeatedly translated into deployed products.
11 years of coding experience
25 years of employment as a software developer
Doctor of Philosophy (PhD) Industrial Engineering / Data Science, Doctor of Philosophy (PhD) Industrial Engineering / Data Science at Ben-Gurion University of the Negev
English, Hebrew
Stackoverflow
31reputation
2kreached
1answer
0questions
Github Skills (4)
r6
rgl6
knitr6
rmarkdown6
Programming languages (1)
Github contributions (5)
EfratVil/efratvil.github.io
May 2015 - May 2023
Contributions:55 pushes, 1 branch in 8 years 1 month
EfratVil/MultiNav
Jun 2017 - Apr 2020
Contributions:6 commits, 5 pushes, 1 branch in 2 years 9 months
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