Danshi Zhao Email & Phone Number

Beijing, China

Boston, Massachusetts, United States

Conducted data analysis of 2020 food prices and production volume in North America and Europe with Excel; Designed geographic heat maps with Tableau to show how COVID-19 pandemic influenced the food industry.Performed time series analysis with Excel about how S&P500 closing day prices has moved to major coronavirus related reports like FED, Anthony Fauci, Trump, etc.; Checked major dips or spikes and made visualizations for the presentation.Collected and cleaned data of Top5 Automobile brands tweets; Used sentiment lexicons in Python to classify the tweets is positive

Build business-focused dashboards with Power BI for company’s Global Asset Management Database, Implemented a lease partner selection system and tracked the relative and absolute timing of asset contracts; Analyzed contract structure to improve contract negotiations and better pricing.

Beijing City, China

Implemented a credit default risk model for corporate website using Python, Collected and cleaned 500M data, performed PCA to extract key variables, Implemented feature engineering based on machine learning algorithms including Logistic Regression, GBDT, Random Forest, and Light GBM. Then used confusion matrix to check the accuracy of each algorithm, and concluded that Light GBM has the highest accuracy but lowest speed, while logistic regression had the lowest accuracy.

Greater Boston Area

Beijing City, China

Designed ideas in the vocal group for the TV show "Transboundary Singers".Helped celebrities to choose songs.Made records of scenes and shots.

Hong Kong

Conducted both quantitative and qualitative researches on the insurance market in Hong Kong, focusing on local buyers’ profiles and risk preferences;Generated a systemic insurance plan for both high net value individuals and regular clients, with inputs from the Investment Banking team;Completed reports and presentations with teammates according to comparative analyses’ results of insurance in HK and mainland;Received extensive training on financial management, concentrated marketing strategy and financial planning process.

Master, Bussiness Analytics - Fintech

Bachelor Of Arts - Ba, Pure And Applied Mathematics