Resident Inventor
Creator of the Operational Entropy Index (OEI) | Operations Systems | Knowledge Design | AI Products
I discover problems people have accepted as normal, develop language for them, and turn them into products, systems, documentation, and businesses.
📍 Medellín, Colombia (Remote-first, AMER time zones)
What you get when you dig into this site
This site is part portfolio, part laboratory, and part field notebook. Over the years I've worked in operations, project management, technical writing, education, and consulting. Everything on this site started the same way...I noticed something people had accepted as normal.
Some pages document professional work and the environments that shaped my thinking. Others explore frameworks I've developed, including the Operational Entropy Index, or explain what it's like to work with me.
You'll also find teaching projects like Inglés Rebelde, experiments like the Playlist Project, technical writing, creative writing, prototypes, business ideas, and a variety of other side quests. Most began the same way: I encountered a system, assumption, or classification that didn't quite make sense to me, and started exploring alternatives.
Some of these projects are finished, some are active, and others are snapshots of my thinking in motion. I keep them together because the professional and playful work continually inform each other. The same instincts that shape an operations framework can also appear in a teaching method, a playlist taxonomy, a game, or a job-search postmortem.
If you're here for a quick overview, start with the TL;DR. If you want evidence of how I work, explore the experience pages and testimonials. If you're interested in the ideas and experiments themselves, follow whichever title makes you curious.
The experience pages serve as field notes from different stages of my career. The framework pages are the maps that emerged from those experiences, and everything else is what happens when my curiosity gets enough room to wander.
Feel free to explore in any order. The pages are more connected than they first appear.
What I Build
- Operational frameworks → Turn recurring organizational problems into practical systems and shared language
- Knowledge systems → Documentation and information architecture that people actually use
- AI products → New ways for humans and AI to think, collaborate, and solve problems together
- Conceptual tools → Names, models, and mental frameworks that make invisible patterns easier to see
- Educational resources → Books, courses, and teaching systems that make complex ideas accessible
- Games → I gamify life's systems for myself and for others
Things That Changed
- 45% reduction in onboarding time by restructuring how information flows
- Documentation coverage went from near-zero to 85%, enabling consistent execution
- Operational oversight across 13 simultaneous projects and 50+ staff with clear ownership
- Systems that freed leadership to focus on strategy instead of firefighting