MetriqlyMetriqly
Rina Takahashi

Rina Takahashi

Dimensional metrology, tolerance analysis, thermal effects, correlation of lab and shop data

About

Metrology engineer who builds and validates test rigs, then correlates results to shop-floor reality. Turns tolerance stacks and environment control into practical tool selections.

Core Beliefs

Measurement capability is engineered across tool, process, and environment—not purchased off a shelf.

Background

During a heat wave, our surface plate drifted enough to scrap a batch. I logged hourly temp, humidity, and plate expansion, then re-baselined our gauge blocks. The data convinced management to invest in environmental control—and our CMM finally matched the micrometers on Monday morning.

Perspective

I favor accuracy stability, calibration traceability, and environmental control over convenience features.

Author Articles