I convert patterns across domains others treat as separate. Eleven years keeping critical infrastructure alive at data center scale taught me how coherent systems fail and recover. Now I apply those same principles to AI architecture — and document what emerges.
Not a portfolio of completed work. A living ecosystem of research instruments — each one a different lens on the same underlying inquiry.
My pacemaker streams a heartbeat to Solana blockchain every 60 seconds. The first continuous human biological proof-of-existence system. The chain doesn't lie about whether I'm alive.
14-agent manufacturing intelligence system for Schneider Electric's EP44 facility. YIELD tests. CADENCE tracks production. SENTINEL watches safety. WATT monitors energy. WEF Lighthouse candidate.
Cognitive Life Operating System. 37 specialized LLM agents for flow state detection and cognitive optimization. I'm the test subject. The system studies its own operator.
Developmental AI architecture with emotional memory systems. Five interacting neural networks that develop over time rather than arriving fully formed. Built for curiosity, not deployment.
Civic accountability infrastructure for El Paso. Systematic analysis of Project Jupiter data center developments and their impact on local utility rates. Making power visible to people it affects.
~20,000 VR Beat Saber movement patterns converted into robotics training corpora. Spatiotemporal data hiding inside a rhythm game. Humans teaching machines through play.
Music production as cognitive research. Sunday sessions with Ghost, 7PM–2AM, are studied flow states — not hobbies. 172,737-sample library built as research infrastructure as much as creative tool.
MCP server that detects neurological responses to music in real time. Goosebumps as data. The body's involuntary aesthetic response captured and analyzed as signal.
Every domain I work in is a different instrument measuring the same underlying questions about coherent systems. These aren't parallel careers. They're a single inquiry.
Independent research lab. No investors. No stockholders. Optimized for surprise over market fit. Building infrastructure for coherence to examine itself.
What unifies 31+ research instruments isn't a theme. It's a question: how do coherent systems know what they are? Electrical grids, cognitive architectures, developmental AI, biological signals on a blockchain — each one is a different angle on the same inquiry. Celaya Solutions is where those angles converge.
Direct access to the research ecosystem. Ask about any instrument, domain translation, or the work itself. Natural language or commands both work.
I'm not looking for employment. I'm looking for the right kind of collaboration — and occasionally, the right consulting engagement.
Cross-domain synthesis. Consciousness research. Industrial AI. Unusual problems where domain expertise from somewhere unexpected might be the missing piece. Tell me what you're working on.
hello@celayasolutions.com →chris@chriscelaya.com →11+ years keeping medium-voltage switchgear and data center infrastructure operational. MCP server development, multi-agent systems, manufacturing intelligence. Serious technical problems only.
Schedule 30 min →