About

Nerority was founded on a simple but profound observation: the interface between human cognition and artificial intelligence represents the most significant frontier of innovation in our lifetime. Yet most practitioners operate at only a fraction of the potential this frontier offers.

While the world focuses on what AI can do, Nerority explores what emerges when human and artificial intelligence form a true cognitive partnership.

I move beyond conventional prompts and workflows to fundamentally reimagine the boundaries of possibility, when we engage with AI as an extension of human thought rather than a mere tool. My work centers on the development of meta-architectural frameworks that transcend conventional approaches to AI interaction. The Mermaid Meta-Modeling Master Model (M5) and Cognitive Emergence Engineering (CEE) framework represent years of exploration into how sophisticated cognitive scaffolding can unlock capabilities that neither humans nor AI could achieve independently.

Beyond Automation

The prevailing narrative around AI focuses almost exclusively on automation—replacing human effort with algorithmic processes. Nerority rejects this limited vision. I believe the most profound impact of AI will come from how it enhances what we can accomplish together, not merely what it does for us.

This collaborative intelligence approach manifests in systems that amplify human creativity, extend our analytical capabilities, and enable us to work at higher levels of abstraction. The result transforms human input, elevating it to unprecedented heights of impact and insight.

ABOUT

My Expertise

My unique blend of skills allows unrivaled problem-solving and creative solution design.

Prompt Engineering

Get novel fine tuning

Custom AI Solutions

For any LLM

Web Development

HTML, CSS, JS

Mechanical Engineering

Get design or consulting

Software Engineering

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TESTIMONIALS

"[Nerority] has helped me clarify my understanding of attention and structure at all levels of prompting...

Our work together on process visualization and his insights on system prompts, canonical tool names, and successful tool chaining decidedly helped unlock my current understanding of large language models."

Matthew Murphy, AI Architect

"...absolutely transformative for both my career and my personal life...

I’ve gone from being a user to crafting complex systems and workflows that have redefined what I’m capable of professionally."

Austin Schoessel, AI Architect

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