Practical Invention & Technical Rescue

Helping inventors, makers, and DIYers bring their ideas to life.


What I Do

I offer hands-on problem-solving and technical support for:


Selected Projects

Hidden Plinko Interpretation (HPI) Simulation Framework

Designed a physics-inspired simulation system modeling emergent statistical behavior using deterministic substrate mechanics. Implemented in Python with interactive Jupyter UI, supporting entropy analysis, bifurcation mapping, and dynamic system exploration.

Custom Fabrication System Modifications

Upgraded consumer-grade laser, CNC, and 3D printer hardware to increase accuracy, repeatability, and workflow efficiency. featuring firmware tweaks, hardware retrofits, plus macros and automation scripting for clean, high-quality output.

Patent Support & Innovation Framing

Assisted inventors in structuring, describing, and articulating early-stage concepts in preparation for provisional patent filings. Focused on novelty articulation, mechanical clarity, and technical writing to support DIY or attorney-assisted filings.