Lingling Zheng
Principal Applied ML Scientist Lead, M365 at Microsoft
Shanghai, United States
Summary
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Senior🎓
Top SchoolLingling Zheng is a Principal Applied ML Scientist Lead with 12+ years of experience applying advanced statistical and machine learning methods to cloud systems, fraud detection, and biomedical research. She leads teams at Microsoft building AIOps/AIDevOps solutions for M365 and Azure, driving improvements in latency, availability, and LLM quality while authoring award-winning work on log intelligence and cloud failure prediction. With a PhD in Computational Biology & Bioinformatics and doctoral training in statistics and ML, she blends deep Bayesian-methods expertise (sparse factor analysis, MCMC, variational Bayes) with practical production engineering across global datacenters. Previously at Amazon she led credit card fraud prevention and NLP-driven automation that cut operational costs and uncovered emerging fraud from unlabeled social data. She is a hands-on leader and mentor who adapts coaching to business priorities and has a track record of translating complex research into measurable cost savings and robust, scalable systems. Coding as art, she pairs rigorous academic modeling with creative engineering to solve heterogeneous, high-dimensional data problems.
12 years of coding experience
9 years of employment as a software developer
PhD Computational Biology & Bioinformatics, PhD Computational Biology & Bioinformatics at Duke Universityvisiting student Bioinformatics Research Center，Prof. Zhao-Bang Zeng's research group, visiting student Bioinformatics Research Center，Prof. Zhao-Bang Zeng's research group at North Carolina State UniversityB.S Biotechnology, B.S Biotechnology at Zhejiang University
Github Skills (34)
flutter10
ios10
windows10
cross-platform10
flatpak10
desktop10
material-design10
android10
gnome10
player10
mobile10
audio-player10
pygobject10
macos10
dart10
Programming languages (3)
Github contributions (5)
neithern/AirAudio2
Feb 2019 - Mar 2019
Contributions:10 releases, 67 commits, 30 pushes in 18 days
neithern/web
Jul 2013 - Jul 2018
Contributions:110 commits, 16 pushes in 5 years 1 month
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