The semiconductor industry is a cornerstone of modern technology, with applications ranging from consumer electronics to medical equipment. With the level of precision required in this sector, the demand for maintaining high-quality standards and minimizing variability is immense. One of the key statistical tools used in this pursuit of perfection is Gauge Repeatability and Reproducibility (Gauge R&R), which plays an indispensable role for improved yield in semiconductor manufacturing. The criticality of Gauge R&R emerges from its ability to assess the deviations and variability caused by measurement systems, tools, or operators. It ensures that measurements taken by testing devices remain within specified tolerances, hence maintaining production consistency and mitigating potential losses due to faulty products.