Xinrui Li
Senior Data Scientist
Atlanta, Georgia, United States
Summary
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Senior🎓
Top SchoolXinrui Li is a Senior Data Scientist in Atlanta with 11 years of experience applying ML and analytics to supply chain and forecasting challenges. She has advanced a career at Logility—moving from consulting and business analysis into data science—where she built DeepAR-based time series tools that improved sales forecast accuracy by 10% and led production ML deployment pipelines using Azure ML and Azure DevOps. Now at UPS, she combines strong domain knowledge in supply chain engineering (MS) with an MS in Analytics to translate stakeholder needs into deployable models and productized insights. Pragmatic and product-focused, she bridges technical implementation and operational release processes, ensuring models move beyond prototypes into integrated release pipelines. An early background in computer science and long tenure supporting presales/demo environments gives her a rare blend of customer-facing instincts and production engineering rigor.
11 years of coding experience
Master of Science - MS Analytics, Master of Science - MS Analytics at Georgia Institute of TechnologyBachelor of Science - BS Computer Science, Bachelor of Science - BS Computer Science at Macao Polytechnic Institute
Chinese, English, Chinese
Github Skills (28)
cmark8
parsing7
swift5
tvos5
sample-rate5
digital-signal-processing5
rendering5
ios5
dft5
markdown5
fixed-point4
audio4
commonmark4
macos4
html4
Programming languages (2)
Github contributions (5)
rotkreis/rotkreis.github.io
Jan 2018 - May 2018
Contributions:69 pushes in 3 months
jekyll-blogjekylljekyll-thememinutes
rotkreis/baxter_representation_learning_3D
May 2017 - Jun 2017
Contributions:24 pushes in 29 days
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