Aeri Liu
Senior Data Scientist
New York, New York, United States
Summary
👤
Senior🎓
Top SchoolAeri Liu is a Senior Data Scientist based in New York with nine years of cross-industry experience applying ML and analytics to drive measurable business impact. She has led end-to-end initiatives at CVS Health—designing targeting strategies, building pipelines, and improving member engagement that delivered thousands of incremental compliances and significant revenue uplift. Comfortable bridging technical and non-technical stakeholders, she combines advanced modeling (XGBoost, autoencoders, SVM) with product-minded experimentation to turn pilot insights into scalable programs. Her background spans industrial engineering, marketing, and multilingual cultural experience, which helps her translate human-centered problems into robust data solutions. Known for rapid learning and entrepreneurial drive, she often pairs statistical rigor with practical deployment to unlock value across complex, multi-source datasets.
9 years of coding experience
3 years of employment as a software developer
Language Student, Language Student at East China Normal UniversityBachelor's degree, Information and Industrial Engineering, 3.58/4.3, Bachelor's degree, Information and Industrial Engineering, 3.58/4.3 at Yonsei University 연세대학교Master of Science - MS, Industrial Engineering, 3.62/4.0, Master of Science - MS, Industrial Engineering, 3.62/4.0 at Columbia University in the City of New YorkUniversity of California San Diego
English, Chinese, Korean
Github Skills (54)
mesos10
kubernetes10
docker10
kubernetes-monitoring10
scheduling10
go10
rancher7
gateway7
rest-api7
orchestration6
cmdb6
docker-registry6
api-gateway6
kubernetes-cluster6
gitbook6
Programming languages (8)
Github contributions (5)
yeaheo/yeaheo.github.io
Nov 2017 - Feb 2023
Contributions:316 pushes, 1 branch in 5 years 3 months
yeaheo/hello-linux
Jan 2017 - Jul 2018
Contributions:551 commits, 749 pushes, 1 branch in 1 year 6 months
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