Co-developed digital workflow automation systems within a high-volume dental manufacturing environment to reduce repetitive engineering effort and improve production throughput consistency.

Projects focused on:

• Scan-driven CAD workflows

• Manufacturable geometry development

• Point-cloud refinement and validation

• Automation-assisted design preparation

• Reducing repetitive operator interaction

Automation efforts reduced some monolithic zirconia case design workflows from approximately 30 minutes to as low as 5 minutes while improving repeatability and reducing engineering labor demand.

Tools:
Geomagic Wrap, Siemens NX, Python, production CAD workflows