Systems Architect / Industrial Automation / AI Infrastructure
65,000+ hours of hands-on systems engineering. From PLC ladder logic to distributed AI compute meshes. I see in circuits, think in systems, and build infrastructure that actually works.
Vision-based bend angle measurement using Meta's Segment Anything Model. Real-time edge detection, geometric angle calculation, and failsafe logic for asymmetric detections. Currently integrating SAM3 (270K concept vocabulary) and YOLO11 for next-gen detection. Deployed on NVIDIA Jetson Orin Nano with 67 TOPS of AI compute.
Predictive overbend calculation based on material properties, thickness, and bend radius. K-factor modeling with historical learning from production data.
Multi-node infrastructure across Tailscale mesh. Claude Opus 4.5, Gemini 3, local LLMs with 48GB combined VRAM. RAG systems, MCP servers, and real tool execution.
"Theory gets you started. 65,000 hours gets you solutions."
Systems Thinking
Leading field service operations for a North American manufacturing machine builder. Primary customer-facing representative handling support, assembly, relocation, repair, and training on high-end CNC metalworking machinery. Machine tool fitter/retrofit, Millwright, Industrial Mechanic. Specialist in automation, advanced control systems, and electrical troubleshooting.
Whether it's industrial automation, AI infrastructure, or complex systems integration - I bring 25+ years of hands-on experience to every challenge. Available for consulting, troubleshooting, and architecture design.