• Reviewed, evaluated, researched and proposed business operations strategies for ALLEX China. • Operating marketing plan in China, cultivated and maintained relationships with potential partners

• Used python to grab online data from FAGE Co., including customers’ photos, comments and ratings • Processed the data by cleaning null and unreasonable data, categorized the comments by keywords, and visualized all customers’ photos and ratings • Designed a data base system storing customer information including contact information and shopping history record.• Proposed SQL queries for different functions like get particular data, match customers and their information.

• Collected data from Bloomberg and Thomson One. Researched 15 companies using SWOT analysis and did valuation by discounted cash flow method. • Determined 5 best companies to invest, allocated budget, and proposed investment advisory• Built financial models in R to forecast stock trends, compared with the true number, the correlation get larger when more samples are used• Evaluated stocks in HK market, simulated and resampled new return to form correlation matrix , and designed global maximum-return portfolio based on simulated efficient frontier

• Automated the loan eligibility process based on grabbing customer detail information • Processed the data by cleaning null value, categorized by keywords, and visualized regression results • Built linear regressor and decision tree regression to fit in the models, got 70% accuracy classifier• Identified the customers segments having eligibility for loan amount to specifically target them