I don't build proofs of concept. I build systems that run daily, handle real decisions, and don't break when I'm not looking.

Multi-model convergence testing, adversarial validation, agent identity engineering (souls), gravity-well governance, human-AI partnership architectures for high-stakes environments:

• Manufacturing workflows
• Supply-chain triage
• Legal records research
• Medical decision support

I'm not looking for a job where I use AI. I'm looking for a role where I make AI trustworthy in environments that matter — manufacturing, distribution, supply chain, operations.

If you're building AI for enterprises and you need someone who can:

• Walk a plant floor and map the actual workflow
• Design the eval framework with your engineering team
• Show a CFO where the model pays for itself
• Build the governance layer that makes it safe
• Test every model under the sun and tell you which ones converge
• Give your agents a soul so they don't drift

...let's talk.