I'm David.One person,start to finish.
I make businesses legible to AI — the structured data, agent-readable APIs and MCP layers that let AI systems find, read and recommend them. The person who scopes your project is the person who builds it.
- Years building for the web
- 10+Years building for the web
- PMI-certified in AI project management
- CPMAIPMI-certified in AI project management
- Working languages
- EN / ESWorking languages

Where I work
Remote, across seven markets.
- Guatemala
- El Salvador
- United States
- Philippines
- Europe
- South Africa
- India
Everything is remote and I work in English and Spanish. Time zones have never been the hard part — being the only person on your project is what makes the difference.
The day job
Where I learned what production AI takes.
By day I'm an AI Product Lead at TELUS Digital, where I ship AI copilots and agent-training systems used across customer service operations in Guatemala, Canada and the Philippines. It's where I learned what production AI actually requires — the evaluation, the guardrails, the unglamorous parts that decide whether something survives real users.
This practice is where I bring that to businesses that can't hire an enterprise team. The two don't overlap: my employer's work is my employer's, and nothing from it shows up here.
The through line
I've been making things findable for a decade.
I started building for the web more than ten years ago, and spent most of that time on the same underlying problem in different clothes: taking a business that existed and making it discoverable by whatever system people were using to look.
For a long time that meant search engines. Then it meant apps and maps. Now it means AI assistants, and the mechanics have changed more than anyone selling "AI SEO" wants to admit — because the systems answering questions today don't read pages the way search engines did.
Along the way I built freight and dispatch platforms handling thousands of loads across 48 states, multi-region automation pipelines, and eventually Parcela Nova — a platform that scores every municipality in Guatemala and exposes the whole thing to AI through an open MCP server.
How I work
Three things that stay constant.
Solo, and that is the product
Fixed scope, published price
I will tell you not to buy it
Credentials
The verifiable parts.
- AI Product Lead, TELUS Digital — AI copilots and agent-training systems
- PMI-CPMAI certified — cognitive project management for AI
- Master's in Managerial Skills
- BSc International Trade & Technology, Universidad Galileo (2020–2024)
- Founder, Parcela Nova — Guatemala's AI-legible property intelligence platform
- 10+ years of front-end and back-end development
Twenty minutes, one honest answer.
Tell me what your business does. I'll tell you whether AI can currently find it, and whether that's worth fixing.
Book a 20-min call