k-Space Associates (2025)

PCB Design Process Automation Suite

Process Transformation

Transformed workflow from no version control to fully automated pipeline. GitHub adoption, CLI automation tools, PowerShell/Word documentation integration.

Technologies: Git/GitHub, KiCAD CLI, PowerShell, AI-assisted development
Impact: 4.5 hours saved per design cycle, enabled team collaboration, design history traceability

FTDI USB Device Programmer (Poka-Yoke Tool)

AI-Assisted

Production tool with automated USB Hub/Port mapping, sequential programming of 4 ICs. >90% AI-generated code, human-architected design.

Technologies: Python, Qt GUI, SQLite, PowerShell automation
Impact: Eliminated manual enumeration overhead, poka-yoke process preventing errors

Quantum Signal AI (2021-2025)

Hands-On-Wheel Detection System (Ford VIRTTEX)

Customer-Facing

Capacitive sensing prototype for Ford's Virtual Test Track Experience team to automate driver monitoring during simulated driving.

Technology: 4-quadrant capacitive sensing (ASIC-based, no firmware), optimized PCB routing from steering wheel sensor pads
Performance: ~70% detection accuracy, <1 second response time (met Ford's threshold)
Customer Collaboration: ~6 on-site visits at Ford VIRTTEX facility for integration, troubleshooting, demos, training
Impact: Eliminated manual video analysis burden, Ford accepted prototype with no follow-on requests

Mixed-Signal Audio Processor (Jetson Nano Carrier)

Edge Computing

Edge-processing audio analysis system for predictive vehicle maintenance (engine, transmission, braking, shocks, tires).

Architecture: NVIDIA Jetson Nano DSP + custom carrier board "shield" extending functionality
Approach: Local "at the edge" processing vs cloud dependency, compact form factor matching Nano outline
Impact: Demonstrated feasibility of edge-based predictive maintenance through audio pattern recognition

Standards & Design Workflow Development

Process Improvement

Established engineering best practices transforming team from Fusion 360 EAGLE to Altium + robust version control.

Deliverables: Schematic/PCB checklists, formal design review workflows, DVP&R templates, HDSR documentation for software team
Adoption: 3 team members (self + intern + ME transitioning to PCB design)
Impact: Improved design consistency, accelerated onboarding, enhanced cross-functional collaboration

DENSO International America (2016-2021)

MATLAB/Python Data Processing Automation

Automation

Automated data analysis tools for ignition coil and spark plug testing in engine dynamometer environment.

Capabilities: Performance/wear analysis, secondary current filtering, mass data handling, auto-graphing
Impact: Saved hours of manual computation time, improved test result accuracy, faster customer presentations

Engineering Internships (2013-2015)

RADAR Performance Analysis Automation

99% Time Reduction

Developed automated algorithms for RADAR testing and analysis at Delphi Automotive (Summer 2015).

Impact: Anomaly detection 2-3 hours → <30 seconds (99%), angle accuracy 2 hours → <30 seconds (99%), report generation 3 hours → <5 minutes (97%)

PLC Network Communication Integration

Industrial Automation

Integrated different branded PLCs via TCP/IP and UDP at North Star BlueScope Steel (Summer 2014).

Impact: Enhanced automation flexibility, steel gauge monitoring algorithm for backup capability

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