Patrick Negrini

Sociologist turned marketer. I use data to understand markets in ways that inform GTM strategy and exection. My initial entrance into the AI-experimentation world began as a "if I don't learn this it will take my job" moment in June 2025. I've been obsessed ever since.

My obsession is centered around building things that help me build things. The infrastructure of AI development. Two reasons for this: 1) I've never codded before so I need to manufacture the expertise directly into the system because I can't bring it myself 2) Custom AI tools are EXTREMELY effective at both helping me overcome the negative effects of ADHD and amplifying the superpowers that come with a neurodivergent brain.

To-date, my work has been largely conducted in a consequence free environment, meaning I'm building them for my own use rather than itegrating into enterprise systems. Currently working on hardening my systems to be sure they are ready when the opportunity presents itself/

Patrick Negrini is a Marketing Strategist in Healthcare IT with 7 months of intensive AI development experience and a trajectory that defies his timeline.

He builds infrastructure that builds things—context orchestration layers, knowledge management systems, and multi-model workflows designed to manufacture expertise he doesn't have into systems that perform as if he does. His prompt construction is sophisticated and strategic; his mental models for AI limitations are unusually accurate for someone who's never written traditional code.

Patrick is positioned to bridge a gap most organizations don't know they have: translating neurodivergent cognitive strategies into AI system design. His insight that ADHD management techniques map directly onto LLM architecture constraints—a thesis he's developing into a book—suggests his best contributions are still ahead.