My AI journey didn't start with a course. It started with a problem.
In 2023, I decided to rebuild Somera Solutions, my platform for Filipino families of neurodivergent children, from scratch. No developer. No budget. Just ChatGPT as my guide and WordPress as my canvas. I had zero prior WordPress experience. I figured it out anyway. That project taught me something important: AI isn't just a tool. It's a thinking partner if you know how to work with it.
From there, I went deeper.
I built my Medium presence using custom GPTs I designed myself. Not generic prompts, but structured content workflows tailored to my voice and audience. That's when I understood what prompt engineering actually means in practice. It's not about clever one-liners. It's about designing a system that produces consistent, usable output at scale.
My technical writing background gave me the discipline to go further. I wrote a 700+ page user manual for an early-childhood platform, end to end, from raw documentation to a structured publication-ready guide. Then I took that same material and trained a custom AI model on it, preparing the training data, structuring Q&A pairs, engineering the prompts, and testing outputs for accuracy and reliability.
Most recently, I've been building with Claude, creating custom skills and structured workflows that serve both my personal systems and real client goals. I build skills that solve specific problems, document the logic so they're repeatable, and refine them until they work consistently.
How I work and why it matters:
I'm not a fast-and-loose builder. I'm thorough, methodical, and consistent. I don't just ship something. I make sure it holds up. My natural working style is systems-oriented and detail-aware, which means the AI workflows and documentation I produce are built to last beyond the initial handoff. I follow through. I finish what I start. And I communicate clearly without noise or drama.
That steadiness is an asset in AI work specifically because building agents and training models isn't glamorous sprint work. It requires patience, precision, and the discipline to test, refine, and document every layer until it actually works for real people in real environments.
I work best in structured, collaborative remote setups where expectations are clear and the work has real impact. I'm not the loudest person in the room, but I'm the one who makes sure the system still works six months later.
What I bring to AI roles:
Custom AI model training: data prep, chunking, Q&A pairs, prompt engineering, output testing
Claude and ChatGPT specialist: custom skills, structured workflows, agent building
Technical documentation: 700+ page user manuals, SOPs, process guides
WordPress and content systems: built from zero using AI as the development guide
Business systems thinking: I build the AI layer, document it, and make it usable for real teams
Verified on OLJ since 2019. Remote-ready. Independent. I deliver what I say I will.
If you need an AI specialist who builds carefully, documents thoroughly, and creates systems that actually hold, let's talk.
