Shan Huang
Data Scientist at Indeed
- Role
- Staff Data Scientist at Indeed
- Location
- San Diego County, CA, US
- LinkedIn followers
- 500 followers
About Shan Huang
Data science professional with comprehensive knowledge of advanced analytics and machine learning techniques. Ten years\' industrial experience in data science Research & Development, capable of building data science products and transforming data into actionable insights. Specialties- Statistical analysis, estimation, probability theory, Bayesian inference, experiment design and sampling, survival/reliability analysis- Predictive modeling and machine learning, GLM, tree ensembles, dimension reduction, recommender systems, segmentation and classification, natural language processing and deep learning models - HDFS and relational database, large-scale data transformation and manipulation, exploratory analysis with good data visualization skills - R/Shiny, Hadoop(Hive, Impala), AWS SageMaker, Python, Keras- Linux, UNIX operating system, version controls
Experience
Staff Data Scientist
Jul 2022 — Present · San Diego, CA, US
Education
Peking University
BS, Psychology
2002 — 2006
San Diego State University
MS, Statistics
2008 — 2010
University of Chicago
Master's degree, Psychology
2006 — 2008
Skills
- R
- Sql
- Regression Analysis
- Tableau
- Statistical Modeling
- Data Management
- Quantitative Analytics
- Text Mining
- Statistical Inference
- Decision Trees
- Data Mining
- Predictive Modeling
- Data Visualization
- Forecasting
- Segmentation
- Cluster Analysis
- Survival Analysis
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