Lanfeng Pan
Sr. Applied Science Manager at Amazon
United States
Summary
👤
Senior🎓
Top SchoolLanfeng Pan is a senior applied science manager at Amazon with 14 years of experience building AI-driven systems for fraud prevention and decisioning. Holding a PhD in Statistics, he leads cross-disciplinary teams of researchers and engineers to develop agentic AI solutions that move models from research into production at scale. His career blends deep statistical rigor—from survival and heterogeneity modeling in academic work—to applied machine learning and large-scale fraud detection in industry. Known for bridging theory and engineering, he has progressed through individual contributor and management roles at Amazon, bringing practical expertise in experiment design, FDR control, and interpretable modeling. Based in the United States, he combines a strong academic foundation with a track record of shipping robust, production-ready ML systems.
14 years of coding experience
10 years of employment as a software developer
Doctor of Philosophy (Ph.D.) Statistics, Doctor of Philosophy (Ph.D.) Statistics at Iowa State UniversityMaster’s Degree Statistics, Master’s Degree Statistics at Renmin University of China
Stackoverflow
1reputation
0reached
0answers
0questions
Github Skills (94)
hugo10
kernel-density10
density-estimation10
r10
statistics10
linear-models10
meta-tags10
statistical-models10
rmarkdown10
blogdown10
rstudio10
estimate10
mixture-model9
julia9
metadata9
Programming languages (7)
Github contributions (5)
panlanfeng/bignmf
Jun 2012 - May 2016
Contributions:18 commits, 1 push in 4 years
panlanfeng/KernelEstimator.jl
Dec 2013 - Oct 2018
The julia package for nonparametric density estimate and regression
Contributions:4 releases, 84 commits, 3 PRs in 4 years 10 months
julia-packageregressionlinear-modelsnonparametricestimate
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