Experience

Shanghai Pudong Development Bank

• Banking
• 700 & Above Employee

• Manager, Singapore IT Innovation Centre

  • Sep 2021 - Present



Biofourmis

• United States
• Hospitals and Health Care
• 400 - 500 Employee

• Data Scientist

  • Jan 2018 - Sep 2021



SQREEM Technologies

• Singapore
• Information Technology & Services
• 1 - 100 Employee

• Financial Engineer

  • Apr 2016 - Nov 2017

  • Assisting with projects including credit card analysis, insurance analysis, AML etc.• Build statistical models based on credit card transaction data, and implement machine learning algorithms such as logistic regression, neural network to detect target customer potential purchase intent. • Develop Chatbot that relies on natural language processing (NLP) to parse user input, ask follow-up questions and provide most relevant content suggestions. • Develop web scrapers to collect raw data from the internet. • Build Graphical User Interface in Python for clients to visualize data and research results.



Hatstand

• Data Analyst Intern

  • Apr 2015 - Sep 2015



Munich Re

• Germany
• Insurance
• 700 & Above Employee

• Internship

  • Sep 2014 - Apr 2015

  • Verified and confirmed bordereaux data including premium, claims and profit commission recalculation • Used VBA and SQL language enhanced a Chat Relationship Mgmt (CRM) system to allow users to update data • Verified and confirmed bordereaux data including premium, claims and profit commission recalculation • Used VBA and SQL language enhanced a Chat Relationship Mgmt (CRM) system to allow users to update data