Adding an 18-inch Subwoofer to my Tiburon
A stock-minded car-audio build around an oversized JBL subwoofer, a borrowed amp, and the practical work required to make it fit cleanly.
Mechanical systems
Physical assemblies transfer force and motion through components such as gears and actuators under constraints of energy, friction, and material properties.

Physical assemblies transfer force and motion through components such as gears and actuators under constraints of energy, friction, and material properties.
This domain is valuable because physical and infrastructure systems make constraints legible. They show how components fit together, where tolerance matters, how failure propagates, and what it takes to keep an assembly reliable over time.
The broader payoff is transfer. Once you learn to see interfaces, bottlenecks, and feedback in a physical substrate, you get better at spotting the same patterns in software, organizations, and markets. This domain gets more useful when it is compared with adjacent systems instead of being treated as a silo. That is where reusable judgment starts to form.
A stock-minded car-audio build around an oversized JBL subwoofer, a borrowed amp, and the practical work required to make it fit cleanly.
Adding Bluetooth audio to a Hyundai Tiburon while keeping the dashboard and overall look as close to factory as possible.
Working with tools and materials has been part of how I learn to build since junior high shop class first set me on that path.
Physical machines such as CPUs, GPUs, memory, and storage execute instructions under constraints of heat, power, and architecture-level parallelism.
Systems coordinate projects, resources, timelines, and costs in the building of physical infrastructure.
An early DIY security prototype — a laser beam, a photoresistor, and a circuit to trigger an alarm — built before smart home meant buying a subscription.
LEGO has been part of how I think, learn, and express ideas since I was young.
Routers, switches, and radios move packets across physical and wireless links using standardized protocols and topology-aware routing.
Diagnosed and fixed an electrical fault in the van by tracing wiring and testing circuits — a small project that illustrates how the same diagnostic thinking applies to a Kubernetes cluster and a 12-volt system alike.