About

I started by studying how people and organizations work, and ended up building the systems, the data and the AI that serve them. Not two careers: one and the same axis.

My foundation is the sociology of organizations and economic analysis in the public sector. From there I moved into data (analysis, modeling, BI), then into data engineering and backend, and today I'm a senior platform engineer (10+ years): I own the infrastructure as code, the secure backends and the pipelines in regulated fintech environments where auditability is a first-class requirement.

I'm not "pivoting" to AI: I already run agentic AI in production. I've built my own MCP servers and auditable controls, and moved up a level toward the infrastructure, control and adoption of AI. My differentiator is a scarce combination: platform + data + governance in a single profile. The sociotechnical foundation makes compliance, process modeling and communication with non-technical stakeholders part of the core, not decoration — exactly the intersection that Responsible AI and AI Adoption demand.

I work on a single thesis: every organization is a sociotechnical system, so I read the human fabric before touching the technology. The full framework —the bridge thesis, the four-link method and the foundations behind it— is in Approach, and developed in depth in the digital book The Sociotechnical Bridge.

Mendoza FuturIA

I founded it and I lead it. Mendoza FuturIA is an independent regional observatory that measures organizational maturity for adopting AI. It didn't come from a client brief: I had the idea and built it to put my own approach to the test —the sociotechnical reading, taken to a concrete instrument—. Its core is a proprietary model, IMIA (7 dimensions × 6 levels), where governance acts as a gate: no organization reaches integration maturity without verifiable AI rules. It's one of the projects I show here, not my only face.

Availability

• Languages: Spanish (native), English (C2), Portuguese (bilingual).
• Time zone: UTC-3 — full overlap with the US and European mornings.
• Mode: full-time remote or contractor. Billing via Deel/Ontop.