Experience

  • Data Analyst/Scientist

    at DBS Bank Ltd

    March 2019 - at Present

    Singapore

    • Part of the cross-functional team consisting of the digital banking, products and marketing, UI/UX design, product delivery, data engineering and technology teams for the development and execution of the Intelligent Banking project: o Developed machine learning models on PySpark that predicts the propensity of travelling for customers, detect anomalous payments and insufficient balances by leveraging on both internal and external data sources. o Executed real-time decision models in Python that determine the appropriate messaging for cross-selling relevant products to targeted customers. o Improved user experience by delivering contextualised and personalised communication materials relevant to the customers at the point in time.

Education

  • Bachelor of Science (Honours)

    at National University of Singapore

    2013 - 2018 (5 years) Singapore

Languages

  • English Native

Hives