and passionate college student working towards a MS in Statistics at University of Delaware. Gained expertise in statistical knowledge, modeling, data analysis, and database management. Aiming to use my
knowledge of data analytics to satisfy position at your company.
Master of Science: Statistics2018University of DelawareNewark, Delaware, US
3.75/4.0 GPA Online course in machine learning
Master of Science: Ecology2010Beijing Forestry UniversityBeijing , China
Bachelor of Science: Forestry2007Beijing Forestry UniversityBeijing , China
Data analyst intern06/2017 to 08/2017Fang88.IncPalo Alto, California
Data Mining and Modeling: Collected rent price and property data, cleaning and exploring data. Built rent prediction model achieved Tensorflow in Python. Achieved accuracy
Dashboards: Created visually impactful dashboards in Excel and Tableau for data reporting by using pivot tables and VLOOKUP. Extracted, interpreted and analyzed data to identify key metrics and transform raw data into meaningful, actionable information.
Credit risk prediction (R)
Explored credit data, found relationship between variables
Applied WOE and Information Gain to select variables.
Built logistics regression and Xgboost model, accuracy up to 90%
Poker hand ranges (Python)
Explored data by increasing features to increase prediction accuracy
Applied random forest to model data
Applied Hadoop to run modeling
Individual income forecast
Twitter sentimental analysis
Scrawled data from twitter
Analyzed the popular topics about amazon
Compare amazon and ebay on customer's judgement on twitter