Systems Architect / Industrial Automation / AI Infrastructure
30 years of hands-on systems engineering. From PLC ladder logic to distributed AI compute meshes. Building infrastructure that 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. 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. 30 years 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 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 30 years of hands-on experience. Available for consulting, troubleshooting, and architecture design.