Electrical engineering systems
Circuits control current and voltage to perform computation, signaling, and power distribution across components and boards.
Radio systems
Information is transmitted through the electromagnetic spectrum using modulation, frequency allocation, and protocol layering under physical and regulatory constraints.

Information is transmitted through the electromagnetic spectrum using modulation, frequency allocation, and protocol layering under physical and regulatory constraints.
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.
Circuits control current and voltage to perform computation, signaling, and power distribution across components and boards.
Standardized physical components combine via well-defined interfaces into arbitrarily complex assemblies, supported by instructions, supply chains, and a resale market that preserves value and compatibility over time.
Physical assemblies transfer force and motion through components such as gears and actuators under constraints of energy, friction, and material properties.
Signal chains capture, process, and distribute audio and visual data in real time across consoles, amplification, and lighting control systems.
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.
Home automation interests me because it brings systems thinking into everyday physical life.
Designed and tested a DIY HVAC solution for an unresolved third-floor heating and cooling problem using 12-inch ducts and AC Infinity inline fans — before a full system replacement validated the approach.
The third room in the Magnolia LED rollout, introducing physical constraints around heat, grease, and the need for actually useful task lighting.
Soft baseboard lighting using the WLED ecosystem that shifts color temperature through the day — and revealed that bedroom smart lighting has near-zero tolerance for latency.