Alvin Yu
Lead Data Scientist at State Farm
- Role
- Lead Data Scientist at State Farm
- Location
- Atlanta, GA, US
- LinkedIn followers
- 500 followers
About Alvin Yu
Over thirteen years of professional experience in data science, consulting, teaching, and technical support. Leader with great interest in team building, problem-solving, and innovation.
Experience
Lead Data Scientist
Jun 2024 — Present · Atlanta, GA, US
Develop AI/ML models and test feasibility of data science solution• Evaluate, select and apply machine learning techniques to predict outcomes and automate processes• Leverage big data, structured and unstructured data (especially text) in work assignments• Create reports and presented results to Claims business partners on research findings and data-driven recommendation• Work with Machine Learning Engineers, Data Engineers, Data Analysts, and IT department to support data collection and solution integration• Identify problems and related technical issues to support teams in developing IT solutions• Mentor other Data Scientists and other technical work teams• Combine statistics, computer science and industry knowledge to provide enterprise a comprehensive data solution
Education
Indiana University Bloomington
Master of Music, Music Theory
2009 — 2011
University of Oregon
Bachelor of Science; Bachelor of Arts, Mathematics; Music
2003 — 2007
University of Michigan
Master of Arts, Statistics
2007 — 2009
St. Paul's College, Hong Kong
High School
1996 — 2002
Skills
- Data Analysis
- Data Mining
- Statistics
- R
- Sas
- Spss
- Mathematica
- Matlab
- Polyanalyst
- Machine Learning
- Statistical Modeling
- Microsoft Excel
- Java
- Sql
- Regular Expressions
- Python
- Clarabridge
- Cognos
- Qlikview
- Qlik Sense
- Tableau
- Finale
- Sibelius
- Music Theory
- Music Composition
- Piano
- Violin
- Viola
- Singing
- Erhu
- Data Science
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