The Real Dark Factory 

Most organizations are caught in an asymmetric trap — the fear of AI disruption spreads ten times faster than the knowledge of how to actually use it. Real Dark Factory closes that gap: clear-eyed assessment of what AI can and cannot do in your actual workflow, with a concrete implementation plan and a realistic timeline.

The Real Dark Factory designs and deploys AI-driven autonomous systems — from embedded edge hardware where intelligence lives closest to the metal, all the way up to enterprise-scale AI orchestration. Led by a systems architect with a BSCS and MBA, with over three decades spanning communications, storage, industrial automation, medical devices, defense research, and advanced manufacturing. Served in the USAF as a Precision Measurement Equipment Laboratory (PMEL) specialist, calibrating and certifying the test and measurement equipment that defense systems depend on — building the diagnostic rigor that has defined every engineering role since. Principal architect for a grid monitoring system at Thermo Fisher. Engineering manager and systems architect at Siemens Medical. Research engineer at MIT Lincoln Laboratory building custom stacks and embedded system security. AI/ML coursework and applied work since 2021, with a focus on Edge AI, agentic systems, and autonomous deployment.