Alex Koh Hang Wee

HRDC Speaker Profile

Alex Koh Hang Wee

Certified HRD Corp Trainer | Founder of ALgopedia, ALphaleap Quant & ALterra

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Persentation & Seminars

Executive Summary

Name: Alex Koh Hang Wee

Designation: Certified HRD Corp Trainer | Founder of ALgopedia Sdn Bhd, ALphaleap Quant Sdn Bhd, ALterra Sdn Bhd

Industry Expertise: Quantitative Trading, Algorithmic System Design, Machine Learning, Neuro-Linguistic Programming (NLP), Financial Market Psychology, Business Transformation

Years of Experience: Over 25 years in financial markets and quantitative systems development

Training Focus: Algorithmic Trading, Statistical Modelling, Machine Learning in Finance, NLP for Peak Trading and Performance Mindset

Profile Summary (Short HRDC Version):

Alex Koh Hang Wee is a Certified HRD Corp Trainer and the founder of several innovative ventures, including ALgopedia Sdn Bhd, ALphaleap Quant Sdn Bhd, and ALterra Sdn Bhd. With over two decades of experience spanning from traditional floor trading to modern algorithmic trading across global futures exchanges, Alex integrates quantitative analysis, behavioral psychology, and NLP-driven strategies to help individuals and organizations achieve precision and performance in high-stakes decision-making environments. His approach combines deep data science knowledge with human behavioral optimization, bridging technology and mindset to create consistent trading and business outcomes.

Full Professional Biography

Alex Koh Hang Wee began his journey in financial markets in 1999, when electronic trading was still in its infancy. Starting from manual floor trading, he witnessed — and personally evolved with — the transformation of financial markets from human-driven trading pits to fully automated algorithmic systems. Over the years, his deep understanding of both human psychology and quantitative mechanics positioned him uniquely between two worlds: the art of trading and the science of algorithms.

By 2016, Alex had established his own quantitative proprietary trading desk, trading a wide range of financial products globally. His team built in-house algorithmic systems capable of trading across major global exchanges including:

The products traded under his supervision span across indices, bonds, commodities, metals, meats, and currencies — giving him one of the most diverse exposure portfolios among Southeast Asian-based proprietary traders. Alex’s work extends beyond just trading; it represents an evolving discipline of quantitative intelligence, where systems continuously learn, adapt, and refine themselves based on dynamic market conditions.

In addition to trading, Alex is also the founder of a forwarding and financial service business, specializing in international supplier sourcing and cross-border payment solutions. His team manages client transactions from China, Taiwan, Hong Kong, Vietnam, and Thailand, bridging international trade and currency management through precision data tracking and risk control.

Throughout his 25-year career, Alex has maintained a single defining philosophy:

“Master the data. Master yourself. The rest follows.”

Training Philosophy & Approach

As an HRD Corp Certified Trainer, Alex believes that true learning must balance both technical mastery and behavioral transformation. His teaching philosophy is rooted in three pillars:

  1. Data Precision: Every concept, strategy, or trading model must be measurable, repeatable, and testable. Alex emphasizes statistical thinking — helping participants transition from intuition-based decisions to probability-based systems.
  2. Mind Reprogramming through NLP: Alex empowers learners to break self-limiting patterns, reframe stress, and adopt winning psychological anchors — essential for high-performance professionals in finance, trading, and leadership.
  3. Real-World Application: Sessions are designed around live data demonstrations, practical simulations, and real market case studies. Alex often says: “You cannot code success without coding your mind first.”

Training Topics & Methodology

Alex’s workshops and seminars are designed for finance professionals, traders, analysts, and executives seeking to integrate data, automation, and mindset transformation.

Core Training Modules:

  1. Algorithmic Trading Foundations:
    • Introduction to Algorithmic Thinking
    • From Discretionary Trading to Automated Execution
    • Building Quantitative Systems for Futures and Derivatives
  2. Statistical Modeling & Machine Learning in Finance:
    • Data Validation and Market Noise Filtering
    • Backtesting and Model Optimization
  3. Quantitative Strategy Design:
    • Breakout Systems and Momentum Frameworks
    • Risk/Reward Structuring and Adaptive Position Sizing
    • Market Regime Detection and Strategy Switching
  4. NLP for Traders and Decision Makers:
    • Anchoring Peak States under Stress
    • Overcoming Fear, Greed, and Overconfidence Bias
    • Reprogramming Internal Dialogue for Consistency
  5. The Future of Trading Intelligence:
    • AI-Augmented Decision Making
    • Integrating Human Intuition with Machine Logic
    • Building Hybrid Quant Systems

Training Methodology:

Brand & Vision Narrative

Through his companies — ALgopedia, ALphaleap Quant, and ALterra — Alex envisions building a regional ecosystem for quantitative and behavioral mastery.

Alex’s long-term vision is to cultivate a new generation of quantitative leaders who blend mathematical precision with emotional intelligence — creating professionals who trade, lead, and decide from calibrated awareness.

Closing Summary

With more than two decades of field experience, Alex Koh Hang Wee represents a rare intersection of quantitative innovation, behavioral science, and real-world execution. His programs are designed to bring clarity, structure, and control to professionals operating in high-uncertainty domains.

Whether conducting seminars, mentoring traders, or developing corporate training modules, Alex’s delivery style remains consistent — direct, data-backed, and transformation-driven.

“You cannot eliminate uncertainty, but you can engineer your response to it. That’s where mastery begins.”