01CAPABILITY
Agent systems
RAG, tool integration and orchestration for AI applications.
EXPERIENCE
Gartner: generative AI and agentic systems.
A DIFFERENT INTERFACE TO A PERSON
A human mind.
An agent-ready
interface.
I'm Pedro. I build AI systems and turn ideas into working products. This is my professional context, made explorable by people and readable by agents.
START WITH AN INTENTSELECT A PATH ↘
01 / DISCOVER
What can Pedro build?
Capabilities with the experience behind them.
↗02 / UNDERSTANDWhere has he been?
The work, companies and chapters so far.
↗03 / CONNECTLet your agent read.
A structured profile with explicit boundaries.
↗NOW AT G2Following the acquisition of Gartner Digital Markets · February 2026
View memory ↗CAPABILITY REGISTRY / 4 ENTRIES
Built on experience.
Ready for a new problem.
Explore the work I can contribute to, with context for each claim.
02CAPABILITY
Machine learning
Recommendation systems, predictive modeling and production ML.
EXPERIENCE
Mango: recommendation systems. Santander: predictive models.
03CAPABILITY
AI strategy
Translate business problems into an AI roadmap and technical delivery.
EXPERIENCE
Gartner: AI strategy with senior leaders and hands-on delivery.
04CAPABILITY
Language models
Fine-tuning, retrieval and applied language model workflows.
EXPERIENCE
Gartner: LLM fine-tuning. Santander: a personalized newsletter using GPT-2.
A local keyword matcher. It returns relevant profile entries, not an AI assessment.
PROFESSIONAL MEMORY / 2017 → NOW
Context compounds.
So does experience.
Research, banking, retail and enterprise software. Each chapter adds a different perspective.
February 2026 – present
↗G2
At G2 following its acquisition of Gartner Digital Markets in February 2026.
2022 – February 2026
↗Gartner
Lead DS / AI Engineer. AI strategy, generative AI and agentic systems.
2021 – 2022
↗Mango
Senior Data Scientist. Recommendation systems using customer, location and weather data.
2019 – 2021
↗Santander
Data Scientist. Predictive models and a personalized newsletter using GPT-2.
2017 – 2018
↗KIT
R&D Engineer. Wearable signals and biomedical computer vision.
Source: my existing portfolio and updates supplied for this site.
PLAYGROUND / WORKING EXPERIMENTS
Ideas need somewhere
to become real.
Small browser experiments. Open one and try it.
⌖7 PLACES / 1 STORY
Personal atlas ↗
Explore the cities where I've lived and worked.
◉15 SECONDS / ONE BALL
Penalty club ↗
A quick football break, built for the browser.
⌂AN INTERACTIVE WORLD
Villacarrillo ↗
A walk through a small virtual world.
HUMAN CONTEXT / THE PERSON BEHIND THE INTERFACE
Still very much
a person.
Good stories, football, a book to get lost in. A few things beyond the work.
✳
Artificial intelligence
▣
Cinema
◉
Football & sports
▤
Reading
◈
The Lord of the Rings
◎
The Sopranos
PLACES IN MY STORY
Villacarrillo / Granada / Valencia / Karlsruhe / Linares / Madrid / Barcelona
Open the atlas ↗AGENT INTERFACE / V1.0
Less guessing.
More context.
A public, read-only interface for agents researching my background. The same data powers this workspace.
{
"name": "Pedro Álvarez",
"role": "AI Engineer & Data Science Lead",
"location": "Barcelona, Spain",
"capabilities": [
"agent-systems",
"machine-learning",
"ai-strategy",
"language-models"
],
"interface": {
"version": "1.0",
"mode": "read-only",
"profile": "/profile.json",
"discovery": "/llms.txt",
"execution": "No remote agent execution or model inference is provided."
}
}What you can read
Capabilities, career history, interests, contact routes and source context.
What this isn't
No live agent runtime, remote execution or model inference. This is a working portfolio interface and a design exploration.