I simplify and automate complex industrial processes, designing systems that improve performance, reduce risk, and deliver measurable results.
Reduction in HVAC manufacturing test time
Reduction in field escapes per unit
Custom industrial systems delivered
Analyze the system from end to end.
Identify constraints limiting performance.
Remove complexity and reduce decisions.
Use controls and software for consistency.
Validate improvements with real data.
Many engineering problems are not purely mechanical, electrical, or software problems. I build across disciplines when it creates a simpler, more reliable system.
Industrial equipment, motion systems, fixtures, structures, and fabrication-aware design.
BACnet, Modbus, DAQ systems, automated validation, production test sequencing, and control workflows.
Operator-guided workflows, test orchestration, data capture, browser dashboards, reports, and traceability systems.
Custom embedded controllers and PCB designs when off-the-shelf hardware adds complexity or limits the workflow.
I use machine vision when it simplifies the system: reducing dedicated sensors, eliminating extra moving equipment, adapting to unit-specific geometry, and improving test consistency through software-based validation.
End-of-line testing uses vision to verify fan rotation and direction without adding dedicated sensors to every fan location.
Leak testing uses vision to confirm required safety guards are present before automated pressure testing begins.
Instead of moving fixtures or installing sensors for every variation, software identifies where components should be for the exact unit.
Reducing mechanical motion and dedicated sensors simplifies the station, improves durability, and produces more repeatable results.
Operator ↓ Manual Tests ↓ Multiple Stations ↓ Manual Validation ↓ Paper Documentation ↓ Limited Data Visibility
Barcode Scan ↓ Unit-Specific Guided Workflow ↓ Automated Hipot ↓ 14 Parallel Validation Processes ↓ Runtime Component Verification ↓ Azure Database + Browser Reports
Automated refrigeration leak detection system capable of validating leaks below 0.1 oz/year using API-driven test selection, safety interlocks, pressure decay testing, sniffer integration, and Azure-based traceability.
View Case Study →Multi-million dollar custom aerostat deployment system with dynamic tether management and power/data transmission.
Centralized winch architecture for large-scale stadium drape deployment and retrieval.
Barcode-driven automated configuration and verification workflow for production VFD commissioning.
Automated controller communication verification for production HVAC testing.
Began with large custom industrial winch systems where the work required mechanical design, fabrication awareness, motion systems, reliability, and first-time deployment success on million-dollar custom equipment.
Thern
Expanded into fast-paced product development, testing, electronics, software, and mechanical validation for renewable energy systems.
SolarCity / Tesla
Grew into full system development: automation software, controls, databases, operator workflows, instrumentation, quality systems, and production-scale test infrastructure.
Daikin Applied
The common thread is simplifying complex real-world systems by combining mechanical design, controls, software, data, process thinking, and measurable operational improvement.