Eduardo
García-Garzón
Head of AI · Shakers · Madrid
Hi, I'm Eduardo. I lead AI at Shakers, a flexible-talent marketplace in Madrid where my team ships the matching, conversational, and agentic systems behind a market of 15,000 freelancers and 450+ companies — production grade, under EU AI Act constraints.
We're 1 of 12 Spanish companies selected by Spain's Ministry of Digital Transformation (DG IA) for the EU AI Act regulatory sandbox, and Shakers' matchmaking system is in the OECD.AI Observatory catalog. Background in applied statistics — psychometrics, multivariate methods, measurement theory. I bring that lens to LLM evaluation, because what most people call “eval” is a statistics problem in disguise.
I write here about production AI, evaluation, and EU regulation from the operator seat.
I'm most useful to teams trying to get AI past the demo — the strategy, the evals, the org design that decides whether it ships. If that's the problem on your desk, or you want me on a stage, the chat below is the right move.
Latest
More writing
- An agent acts. With whose permissions?August 23, 2026
The AI Act's transparency duties went live on 2 August. They govern what an agent says about itself. Nothing governs what it may touch.
- An agent acts. A wrapper answers.July 24, 2026
Gartner says 40% of enterprise apps will embed agents this year, and that most vendors are faking it. Both are true because 'agent' stopped being a technical word.
- You can't price the work by the seatJuly 5, 2026
Enterprises burned their 2026 AI budgets in months. The token bill made pricing a strategic question — and the per-seat model is now a subsidy.
- Europe funded the layer that gets cheaper without itJune 22, 2026
On 19 June the Commission funded a sovereign frontier model. That is the one layer that commoditizes itself. The value already moved two layers up.