About Me

Hi! I am Tham Wai Hong Douglas

Final-year Diploma in AI & Data Science student at Kaplan. Passionate about turning raw data into actionable insightsโ€”from business analytics to quantitative finance. Currently exploring opportunities in data analytics, quantitative research, and related fields.

๐Ÿ› ๏ธ What do I do?

  • Data Cleaning & Analysis: Python (Pandas, NumPy, yfinance)
  • Data Visualization: Power BI
  • Databases: SQL (MySQL)
  • Other Tools: Git, Jupyter Notebook, Excel, Visual Studio Code, Matlab

๐Ÿ“Š Recent Projects

  1. Singapore Banks Stock Analysis - Analyzed 5 years of stock data for DBS, OCBC and UOB. Answered 4 business questions and built an interactive PowerBI dashboard.

๐Ÿ”— View Project on GitHub

  1. Quantitative Pairs Trading Strategy - Built a pairs trading backtest for SGX-listed stocks using cointegration, backtesting and machine learning. Identified SingTel vs Capitaland as the strongest cointegrated pair (p = 0.000229).

๐Ÿ”— View Project on GitHub

๐ŸŽ“ Education

Diploma in AI & Data Science Kaplan Singapore, Feb 2026 - Jan 2027

Foundation Diploma Kaplan Singapore, Aug 2025 - Feb 2026

Nitec in Social Media & Web Development ITE College West, Jan 2014 - Dec 2015

๐Ÿ“ซ Connect With Me