The Convergence Advantage
Bridging the gap between industrial operations and AI implementation
Where Analog Meets Agentic
Every technology I've touched has the same core challenge: making it work with humans
AI Safety & Security
Red-team harnesses. Prompt-injection defense. Enterprise InfoSec approvals. Production agentic system deployment.
Applied AI/LLM
Production agentic systems. RAG pipelines, tool use, evals. 17+ custom GPTs shipped. LLMOps infrastructure.
Enterprise Scale @ Microsoft
Global automation programs. ML-integrated forecasting and operations. Enterprise-scale deployments.
Industrial Automation
PLC/SCADA/IIoT systems. Siemens, Rockwell, Schneider certified. Enterprise deployments across manufacturing.
Audio & Broadcast Engineering
Studio/live/broadcast engineering. AES & SBE certified. Professional releases and production.
Core Competencies
AI & Automation
Leadership & Operations
Creative & Production
Work & Projects
The best AI engineers aren't the ones who learned AI. They're the ones who learned systems—then applied them to AI.
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Let's discuss how 40 years of systems experience can accelerate your AI initiatives.