Experience

Shenwan Hongyuan Securities Co., Ltd.

• Capital Markets
• 200 - 300 Employee

• 自营研究员

  • May 2019 - Present



PI Analytics

• United States
• Financial Services
• 1 - 100 Employee

• Data Analyst

  • Jun 2017 - Aug 2017

   Perform data analysis for the lending club data in python, doing visualization and univariate analysis,and then observe correlation between different factors and the probability of default. Do mathematical modeling for Freddie Dataset with linear regression, logistic regression, random forestand decision tree, then give future prediction about the probability of default and prepayment.  Perform data analysis for the lending club data in python, doing visualization and univariate analysis,and then observe correlation between different factors and the probability of default. Do mathematical modeling for Freddie Dataset with linear regression, logistic regression, random forestand decision tree, then give future prediction about the probability of default and prepayment.



Wind Information

• China
• Financial Services
• 100 - 200 Employee

• Product Manager Assistant

  • Nov 2015 - Mar 2016

   Test the Wind database by programming with Matlab, R, Excel and Python. Work and debug programs for clients using the Wind API. Investigate and compare the quantitative interfaces of various financial terminals such as Bloomberg.  Test the Wind database by programming with Matlab, R, Excel and Python. Work and debug programs for clients using the Wind API. Investigate and compare the quantitative interfaces of various financial terminals such as Bloomberg.



HAITONG

• Portugal
• Investment Banking
• 300 - 400 Employee

• Intern

  • Jul 2015 - Nov 2015

   Assist with filing clients’ information, performing opening accounts, and answering inquiries. Revise parameters through data analysis to ensure precise simulation and forecasts of stock market. Perform industrial research, data analysis with Excel and Matlab, and work out pricing reports for an IPO program.  Assist with filing clients’ information, performing opening accounts, and answering inquiries. Revise parameters through data analysis to ensure precise simulation and forecasts of stock market. Perform industrial research, data analysis with Excel and Matlab, and work out pricing reports for an IPO program.