Shop-floor metrology integration, ergonomics, fixtures, GR&R reduction, operator training
About
Process engineer who designs measurement into stations. Coaches operators to hit repeatability without slowing takt time.
Core Beliefs
Repeatability lives in how humans touch tools, not just specs.
Background
We swapped a beloved digital caliper after discovering operators 'thumbed' different pressure. A simple force-limiting device and a two-minute teach-back cut our GR&R from 38% to 12%. The part didn't change; the handling did. That's when I started designing measurement into the workflow, not after.
Perspective
I prefer hardy, glove-friendly tools with simple training footprints.