Yuan Liu
Lead Data Scientist at Macy\'s
- Role
- Data Science Fellow at Insight Data Science
- Location
- Seattle, WA, US
- LinkedIn followers
- 500 followers
Experience
Data Science Fellow
May 2020 — Present · Seattle, WA, US
Consulted for a mobile game company (A Thinking Ape) to predict a freemium game’s revenue across different shards using in-game actions to monitor and improve game monetization - Preprocessed over 1.2 million game behavior data and identified 16 key gameplay features from over 90 features using filter and embedded feature selection techniques- Built a machine learning pipeline to predict users’ lifetime value using random forest regression and aggregate to shard-level Average Revenue Per User (ARPU)
Education
The Ohio State University
Master of Public Administration (M.P.A.), Public Policy Analysis
2012 — 2014
Chongqing University
Bachelor of Management, Public Affairs Administration
2008 — 2012
The George Washington University
Master of Philosophy - MPhil, Public Policy & Public Administration
The Ohio State University
Graduate Minor in Statistics, Statistics
2013 — 2014
Skills
- Tableau
- Policy Analysis
- Data Analysis
- Pivot Tables
- Public Policy
- Spss
- Program Evaluation
- Sas Programming
- R
- Stata
- Minitab
- Research
- Policy
- Economics
- Statistics
- Event Planning
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