I’m an innovator and here to collaborate—whether that’s brainstorming, sharpening a research question, or building a minimal simulation to explore behavior. The aim is to help make your research more practical, provide clearer evidence paths, and identify the fastest, safest ways to test a hypothesis.
I can help as much as I can with research input, clarifying ideas, and developing prototype simulations to explore your concepts. My goal is to help you move from theory toward something more practical—so you can test assumptions, uncover edge cases, and see whether the idea might hold up enough to continue to the developmental phase.
I collaborate with students of any grade level and with independent researchers or teams. Bring your questions; I’ll work to answer clearly, offer options, and suggest ways to make your research more practical and testable.
Explore live simulations and active development pages.
Everything we discuss or prototype should be independently verified by you and, where appropriate, by qualified experts. Always double-check the math, methods, and interpretations. If something is safety-critical or regulated, consult the proper standards, obtain approvals, and follow professional guidance before building or testing anything.
All content, prototypes, ideas, and suggestions are provided for educational and research purposes only. They may be incomplete, untested, or theoretical and can contain errors. Use at your own risk. You are responsible for compliance with laws, regulations, lab safety, and engineering standards. I am not responsible for how information is used or any outcomes that result. Always be safe before creating or developing something—even in theory.