Credibility & Background: I am a professional educator and former Industrial and Process Engineer with over 8 years of experience in high-stakes environments like wafer fabrication and R&D. My career has been defined by a transition into the world of Quantitative Finance, where I apply the same rigorous root-cause analysis and process optimization methodologies to the financial markets. Notably, I placed 2nd in the Malaysia category of the 2025 WorldQuant International Quant Championship (IQC).

Passion & Teaching Philosophy: As an experienced coding instructor, my goal is to demystify complex technical concepts for beginners. I believe in a "builder-first" approach—moving beyond theory to help you programmatically fetch market data, automate technical indicators like RSI and Moving Averages, and build functional market scanners. Whether you are a student or a professional looking to pivot, I focus on practical Python applications that yield tangible results.

What You Will Learn In my courses, I leverage my background in technical instruction to provide structured, logical learning paths. We focus on:

Market Automation: Building robust trading sentinels using Python.

Data Visualization: Creating interactive candlestick charts with Plotly and Matplotlib.

Algorithmic Logic: Translating mathematical trading formulas into functional, back-tested code.

Let’s engineer your path to the markets together.