Creo - 20 + production drawings & red-line updates at General Dynamics.

Siemens NX -  15 design updates, 3 test fixtures for electrical subsystems at GM.

Catia v5 - Complex surfacing for hobby & academic projects.

Onshape - Parametric gear blanks and e-powertrain models at Garrett Motion

SolidWorks - Course & professional use; designed carrier-card enclosures (ME 376).

MASTA - Validation of gear-train stiffness, weight, and mesh alignment.

Ansys Workbench - FEA on gear tooth peaks for deflection and failure.

MATLAB -  Data wrangling & visualization of air-bearing test rigs. Additionally used throughout coursework.

Python / C++ / JavaScript - Automation, data pipelines, and REST integrations; python-can & CAPL for bus test scripts.

Power BI & SQL - Live dashboards and DAX measures for defect trend analysis.

Minitab - DOE, capability studies, and regression modeling.

Jira & Confluence - Agile issue tracking, sprint planning, and cross-team collaboration at GM

ECU Architecture & Integration - Power-train/body controllers; gateway design; load/fuse mapping.

Vehicle Buses & Diagnostics - CAN (FD), LIN, Automotive Ethernet, UDS, DoIP.

Harness Design & 3-D Routing - Capital Harness / NX Electrical; splice optimization, EMI shielding, environmental sealing.

Vector CANoe/CANalyzer - Rest-bus simulation, CAPL regression suites.

ETAS INCA / MDA - XCP data acquisition, calibration flash, A2L management.

dSPACE HIL / Simcenter - Closed-loop plant models, fault insertion campaigns.

Edge Firmware & IoT - Arduino/STM32-based sensor fusion, OTA updates in C/C++

Low-Level Debug - Oscilloscope, logic analyzer, breakout boxes; root-cause of harness shorts & opens.

CNC Machining - CAM programs for acrylic PCBs & aluminum fixtures (±0.001 in).

Lathing & Milling / Woodworking - Custom flywheels, solenoid platforms, precision jigs.

3-D Printing (FDM/SLA) - Prototype & small-batch production; managed 20-printer lab.

Electrical Wiring & Harness Build - Stripping, crimping, soldering, ultrasonic welding, heat-shrink.

Magnetic Gear Fabrication - Designed & tested lab-scale magnetic gears while researching at UW-Madison.

Molding & Brazing - Composite lay-ups, vacuum-bag processes, brass/steel joints.

Optical Fiber Splicing & Handling - Bench-level work for smart-textile research prototypes.

Oscilloscope & Precision Instrumentation - High-speed signal capture, voltage/current profiling.

Dimensional & Force Measurements - Calipers, micrometers, load cells, torque transducers.

Statistical & ML Methods - scikit-learn/TensorFlow models for anomaly detection and design-space exploration.

Design-of-Experiments / DFMEA - Structured test matrices; failure-mode ranking alignes to ISO 26262 & ASPICE.

Real-Time Data Pipelines - INCA-to-Python-pandas-to-Power BI streaming for live KPI views.

Build-Issue Triage & 8D - Cross-functional closure of electrical defects, cutting harness build issues 38%.