BEOMSU CHANG

Industrial AI · Digital Twin · Simulation · Smart Manufacturing

I explore how AI, simulation, and digital twins can turn complex manufacturing systems into better decisions — while sharing lessons from industry, academia, entrepreneurship, and technical leadership.

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About Me

AREAS I EXPLORE

Industrial AI

Applying AI and data science to complex manufacturing and operational systems.

Digital Twin & Simulation

Using simulation and digital twins to understand and improve real-world systems.

Smart Manufacturing

Exploring automation, decision intelligence, and manufacturing transformation.

Technical Leadership

Exploring leadership, communication, and organizational impact.

FEATURED INSIGHTS

Digital Twin

Digital Twin Is Not a 3D Model

Coming soon.

Simulation

Why Simulation Still Matters in the Age of AI

Coming soon.

Industrial AI

From Prediction to Decision: How Industrial AI Creates Value

Coming soon.

Adoption

Why Industrial AI Pilots Fail After Successful Demos

Coming soon.

BEYOND TECHNOLOGY

I also write about building a life in Singapore, raising two daughters abroad, career transitions, side projects, and the lessons that come from balancing ambition with family.

Singapore Life → Dad & Family →

NEWSLETTER

Factory Intelligence Notes

Occasional notes on Industrial AI, Digital Twin, Simulation, technical leadership, and the ideas I’m exploring along the way.

BACKGROUND

A Career Across Industry, Academia, and Entrepreneurship

Industrial Engineering PhD

Semiconductor Industry

University Professor

AI Startup Founder

Principal Data Scientist

Technical Leadership

Each transition taught me something different about how technology gets built, adopted, and scaled. I share both the successes and the failures — because the lessons from both are usually more useful than the polished version.