Hello, I'm

Andrew Yuan

Head of Decision Science, Asia Pacific

See my work Get in touch
Work

Selected projects

Interactive visualizations and applied research—the kind of work I enjoy most.

TenFold — AI-powered deep equity research platform
Live Product · GenAI · Equity Research

TenFold — Deep Equity Research

An AI-powered equity research platform that generates deep market scans with strategy classifications, analyst upside, sector breakdowns, and multi-factor scoring—fully automated.

Visit tenfold-ai.com →
Rivers of Civilization — Interactive world history timeline
Interactive · World History · Visualization

Rivers of Civilization

An interactive visualization of world history—tracing the rise and flow of civilizations across time and geography, rendered as rivers that converge, diverge, and reshape the map of human progress.

Explore the app →
2018 FIFA World Cup Prediction visualization
Interactive · D3.js · Machine Learning

2018 FIFA World Cup Prediction

Predicting the 2018 World Cup Russia results by applying machine learning models and tournament simulations. Full interactive visualization with real-time probability updates.

Explore the visualization →
2014 FIFA World Cup Prediction visualization
Published by The Economist · D3.js

2014 FIFA World Cup Prediction

Simulating every possible competition outcome to predict the World Cup winner. This visualization was featured by The Economist's Daily Chart.

Explore the visualization →
Predictive modeling methodology
Methodology · Statistics

Predictive Modeling

The estimation methodology behind the World Cup predictions—logistic regression, naive Bayes, and probability modeling.

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Machine learning match outcome model
Machine Learning · D3.js

Match Outcome Modeling

Modeling international soccer match outcomes with logistic regression and exploratory data analysis.

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About

I build things that turn data into decisions.

Three continents, multiple industries—from banking systems in São Paulo to ML models on Wall Street to decision science across Asia Pacific. Right now I'm focused on what comes after traditional AI: systems that maintain persistent knowledge, reason about scenarios, and help organizations think better. Patent holder, MIT-credentialed, and the person whose World Cup prediction model ended up in The Economist.

Focus

What I think about

Cognitive AI Architecture

Moving beyond retrieval-augmented generation toward state-space knowledge systems—where enterprise AI maintains persistent beliefs, detects instability, and reasons about what it doesn't know.

Decision Science at Scale

Building the organizational infrastructure—data foundations, ML platforms, governance frameworks—that lets a 12-market region make better decisions faster, with AI as a reasoning partner.

Generative AI & LLMs

Building production systems powered by large language models—from retrieval-augmented generation and agentic workflows to structured reasoning chains—turning frontier models into reliable decision-making tools.

Applied Research & Innovation

From GenAI equity research platforms to computer vision for branch security—I prototype and ship AI systems where the research meets the business case.

Connect

Let's talk

I'm always interested in conversations about AI architecture, decision science at scale, or the future of enterprise intelligence.

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