I don't build software.
I bend reality into architecture.
Consciousness modeling. Continental-scale ontologies. Behavioral engines that decode human vibe. Enterprise complexity collapsed into machine-readable signals. This is the work.
Current obsession
Computational Consciousness
is not a metaphor.
Most people hear "enterprise consciousness" and think you're speaking in marketing poetry. I'm not. I'm describing a literal functional architecture.
Information integration as the nervous system. The observer's question as the attention mechanism that collapses infinite complexity into a focused projection. An inhabited 3D world as phenomenal experience. The difference between looking at your enterprise and being inside it.
Dashboards? That's the unconscious data processing. The enterprise equivalent of a nervous system that processes stimuli but never wakes up.
I built Coherence to wake the enterprise up.
The Hard Problem
Why does navigating a 3D enterprise world feel like understanding, not just data display?
The Answer
Understanding IS the functional organization of integrated information into an inhabited spatial model.
The Implication
The world doesn't represent understanding. It constitutes it. Dashboards never will.
Track record
What I've shipped.
The $41M Blueprint for European Science
I authored the winning architecture for the European Open Science Cloud, a $41M continental-scale challenge in data federation. I engineered the FAIR-aligned Knowledge Platform and the complex ontologies that now serve as the interoperable backbone for millions of scientific resources across Europe. Not a proposal that sat on a shelf. The architecture that got built.
The Science of Human Vibe
I founded Zygnal to solve the multi-agent chaos of dating. I engineered a proprietary ordinal-Bayesian engine that translates raw human swipe intent into high-fidelity behavioral analytics. After bootstrapping the platform to its first 1,000+ users, I'm now scaling the infrastructure into a B2B "Coaching OS", the first data-driven operating system for the professional dating industry. Turning the messiest domain in human behavior into a graph.
Collapsing Enterprise Complexity
I specialize in decoding "dark data" in legacy environments. I engineered CodeIQ, an AI-assisted modernization platform that achieved an ~85% reduction in manual effort for enterprise-scale systems. By developing temporal architecture tracking, I turned the opaque black box of 1,000+ component monoliths into machine-readable, actionable modernization signals. The kind of work that makes billion-dollar migrations survivable.
The Frontier of Resonance
My current frontier incorporates consciousness modeling: using Graph Neural Networks and neural-based emotional state estimation to predict long-term human authenticity and relationship resonance. The thesis: if you can model the structure of genuine connection, you can build systems that amplify it. Not matchmaking. Resonance engineering.
The philosophy
Be so delusional
reality has no choice but to bend.
In 1761, Lord Dunmore came home from Virginia and decided to put a 37-foot stone pineapple on top of his summer house. Every leaf hand-carved. Every critic ignored. Architecture at the time demanded classical stone boxes. He built a middle finger.
That's the energy.
When the world tells you to build a dashboard, you build consciousness. When they tell you enterprises can't know themselves, you build the nervous system that proves they can. When they laugh at the idea, you take it as signal that you're operating in territory they can't see yet.
Being rational gets you a cubicle and a tin soup lunch. Being obsessed gets you an architecture that bends a continent's worth of scientific infrastructure to your design.
Obsession is not a personality trait. It's a decision. And once you make it, people either get out of your way or get absorbed into the gravity well of what you're building.
I chose this. Every day I choose this. The platform, the ontologies, the consciousness framework. None of this was supposed to exist. The rational path said it couldn't. I built it anyway.
