Yanfei Kang
Professor at Beihang University
Haidian District, Beijing, China
Summary
👤
Senior🎓
Top SchoolYanfei Kang is a Professor and quantitative researcher with 11 years of experience bridging statistical theory, machine learning, and large-scale data analysis. Trained with a PhD in Mathematics and Statistics from Monash University and strong academic roots in China, she has advanced time series analysis and statistical computing through both research and teaching. Her career spans industry R&D at Baidu and applied analytics at GSK, giving her practical experience translating models into production and supply-chain insights. At Beihang University she leads KL Lab, focusing on forecasting instance-space analysis, big data methods, and algorithmic evaluation. Known for deep mathematical intuition and an obsession with clean, performant code, she blends rigorous theory with hands-on software implementation. Colleagues note her uncommon combination of classroom clarity, research creativity, and pragmatic engineering discipline.
11 years of coding experience
14 years of employment as a software developer
Bachelor's Degree, Statistics, A, Bachelor's Degree, Statistics, A at Shandong Economic UniversityStatistics, 3.7/4, Statistics, 3.7/4 at Renmin University of ChinaDoctor of Philosophy (Ph.D.), Mathematics and Statistics, Doctor of Philosophy (Ph.D.), Mathematics and Statistics at Monash University
English
Github Skills (20)
data-generation10
feature-extraction10
r9
time-series9
spark7
python7
bde6
hadoop6
theory6
git5
data-science4
machine-learning4
hts4
time-series-forecasting3
forecasting3
Programming languages (5)
Github contributions (5)
ykang/Statistical-Computing-Buaa
Feb 2019 - Apr 2019
Contributions:24 commits, 21 pushes, 1 branch in 1 month
ykang/Data-Processing-and-Statistical-Analysis
Apr 2017 - Jun 2017
Contributions:50 commits, 47 pushes, 1 branch in 2 months
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