Yufei Yue
Machine Learning Data Scientist
- Role
- Research Scientist at Amazon
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
About Yufei Yue
6 years of experience in industrial data science across e-commerce (customer service), travel (marketing content), consumer electronics (voice of customers) and pharmaceuticals (clinical trials);Experienced in NLP, marketing analytics (sampling, A/B testing), predictive modeling, data visualization and computer simulations;PhD in Computational Biology and Master in Statistics;Proficient in Python, familiar with AWS, R, SQL, Shell, TensorFlow, PyTorch, Git, Tableau/Quicksight, Spark and SAS.
Experience
Research Scientist
Oct 2020 — Present · Seattle, WA, US
Education
University of Tennessee, Knoxville
Doctor of Philosophy (PhD), Computational Biology
2010 — 2016
Sichuan University
Bachelor of Science (B.S.), Biotechnology
University of Tennessee, Knoxville
Master of Science (M.S.), Statistics
2012 — 2016
Skills
- Regression Analysis
- Data Mining
- Multivariate Analysis
- Research
- Experimental Design
- Machine Learning
- Programming
- Sql
- Scientific Reports
- Molecular Dynamics Simulations
- Hive
- Ncss
- Teaching
- Data Analysis
- Clinical Study Design
- Molecular Docking
- Tableau
- Statistical Modeling
- Time Series Analysis
- Spss
- Simulations
- Clinical Trials
- Spss Modeler
- Matlab
- Sentiment Analysis
- Molecular Biology
- Spark
- Sas Programming
- Text Mining
- Sas
- Perl
- Biostatistics
- Jmp
- R
- Python
- Categorical Data Analysis
- Unix
- Apache Spark
- Model Selection
- Statistics
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