Rapid prototyping and hardware thinking

Moving between software, mechanisms, fabrication constraints, and experimental prototypes without treating them as separate worlds.

Prototyping · strong
CAD, 3D printing, CNC concepts, robotics, embedded systems, simulation

My engineering instincts were shaped by physical prototypes before they were shaped by polished software. That makes me more comfortable with constraints, iteration, and messy interfaces between theory and reality.

The robotics and fabrication work keeps the software honest: systems have to fit through real manufacturing, power, cost, and reliability limits.

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