Internship

• AiDA Technologies Pte Ltd, Singapore, 2020/11 - 2021/03
  • Data scientist
    Reporting officers: Dr. Tan Geok Leng (CEO), Dr. Zha Wei
  1. Insurance upsell/cross sell. Developing a predictive analytics model for identifying candidates who have a propensity to buy insurance products from a bank's existing CASA customer base.
  2. PIER71 Smart Port Challenge. Developing a machine learning model to predict the Estimated Time of Arrival (ETA) for vessels plying between two known port pairs which achieves 1.34% percentage error. Analyzing the limitations of the model so developed.
  3. Trading Floor Misconduct. Developing a framework for text mining using Regular Expression to conduct experiments to lockdown parameters so that Risk Events may be detected with low False Alarm rates. The framework is now used as a standard tool in the company.

Skills

Progaramming  Python, Matlab, LaTeX, R, C/C++

          Language  English, Mandarin, Cantonese