Build data pipelines that capture high-resolution CNC telemetry and feed statistical process control, predictive analytics, and machine learning models to minimize scrap and optimize parameters Design custom fixtures, work holding, and pallet systems that support high-precision CNC machining of large, thin-walled hardware while reducing setup time Own CNC software infrastructure including post-processors, macros, simulation, and digital twin integration, with version control and rigorous testing. Develop and optimize CNC programs, tool paths, and machining strategies for complex components using advanced CAM software and offline programming Implement closed-loop CNC process control with real-time monitoring of cutting forces, vibration, spindle load, temperature, and tool wear to maintain tight tolerances and prevent defects.