Victor Chang

I build products and experiments across research, education, and personal growth. The same core idea guides all of them: give people practical tools that make learning and action easier.

• Engineering: depth perception, pose estimation, calibration, and robot alignment workflows.
• Education: language and STEM apps designed for kids and adults learning through interactive play.
• Philosophy: Observer Zero combines Buddhism, reflection, and structured skill-building.

"Empowerment first. Life as a game. Build systems people can actually use."

This page is meant to help collaborators quickly understand what I do and why these projects fit together.

mVizn (Singapore Port Operations)

My role at mVizn was developing vision deep learning solutions for Singapore port operations. I was also involved in developing robotic twistlock coning and deconing.

• Vision deep learning for port-side detection and operational decision support
• Perception workflows for robotic twistlock coning and deconing
• Camera and depth integration for robust industrial deployment

Common Lab Ventures

We researched perception for robotics, camera streaming, and pose estimation pipelines.

• Robotics perception prototyping
• Low-latency camera streaming systems
• Pose estimation for robotic alignment and task execution

Applications include automated port handling and robotics perception workflows.

Publications & Scholar

Publication list and citation profile for collaborators and research partners.

Google Scholar Profile

Current Themes

• 3D vision for robotic decision support
• Human-readable diagnostics for perception quality
• Learning systems that connect memory and action