Digitized CNC calibration data entry using VBA-based Excel templates, cutting manual input time by 25% and improving process traceability.

Coordinated with design and production teams to develop fixture models in SolidWorks; reduced changeover time by 10% and improved assembly alignment precision.

Designed a data auditing workflow that boosted AI model accuracy by 15% and standardized annotation processes across teams of 20+ analysts.

Streamlined CNC production flow using process sheets and fixture setups; increased line throughput by 14% and reduced tooling errors across pilot runs.