I uncover the structure beneath a problem and translate that understanding into a clear system for action.
CSW Frame
Personal index / Shuwei Chang
Logic Architect · Systems Thinker · AI-assisted Problem Solver
Notes, systems, and experiments by Shuwei Chang.
ContactAbout Shuwei Chang
My work begins with the structure beneath a problem.
A personal archive and project index exploring underlying structures, coherent systems, and practical experimentation.
Across mathematics, AI workflows, business experiments, and writing, I return to the same questions:
What governs a complex problem? Which structures explain it? How can that understanding become a practical system?
I use AI as a tool; problem framing, reasoning, and judgment remain my responsibility.
AI Workflows
Translating ambiguous goals into prompts, structured processes, iterative review, and executable systems.
Math Systems
Structured mathematical problem-solving, review workflows, and AI-assisted educational systems.
Business Experiments
Small experiments exploring products, education, market demand, and practical business models.
Notes
Brief reflections on logic, systems, AI, mathematics, business, and decision-making.
The notes archive is in preparation.