1. Conducted market research based on alternative data (online and offline), focus on FMCG and consumer durables. 2. Standardize and visualize data based on business needs by using excel, SQL.3. Research on specific company, to figure out the market size, business model, competition, and sales forecast.

1. Drove client satisfaction by providing insights and actionable recommendations from massive sales data, and yearly or quarterly delivered presentations or business reviews of Ecommerce and CPG industry; 2. Maintained up-to-date knowledge on Ecommerce industry, led case study of Double 11 and 618, provided business insights and strategic suggestion.3. Worked with operation teams and partners to improve eRMS database by managing data quality and data inquiry process.