Product Development – concept through validation
Experimental Design – DoE, controls, replication
Performance Validation – precision testing, data analysis
Custom Fixture Design – prototyping & metrology setups
Uncertainty Analysis & Calibration – Type A/B, propagation, GR&R awareness
Test & Measurement Equipment – DAQ, oscilloscopes, transducers, bench supplies
Vacuum/Process Gas Handling Safety – semiconductor fab processes & safety
SolidWorks (CSWA) – modeling, drawings, configs
Teamcenter Environment – design data & PLM workflows
GD&T – dimensioning & tolerance analysis
Design for Manufacturing (DFM) – cost & manufacturability optimization
Finite Element Analysis (ANSYS, SolidWorks Simulation) – structural & thermal
Flow Metrology – ROR and precision flow validation
Vacuum Systems – design & troubleshooting
Thermal MFCs – development & testing
Pressure MFCs – calibration & performance evaluation
VBA – macros for Excel & SolidWorks automation
Julia – calibration & data workflows
MATLAB – system/data analysis, automation
Microsoft Office Suite – documentation & reporting
Data Visualization Tools – Excel dashboards, Julia plotting
3D Printing (FDM) – fixtures & prototypes
Milling & Lathe Machining – precision part fabrication
Welding – MIG, Acetylene, ARC
Supplier & Cross-Functional Collaboration – design ↔ manufacturing ↔ quality alignment
Technical Documentation & Reporting – test plans, design reviews, decision logs
Presentation Skills – concise visuals, executive summaries, leadership communication