01
Data that
guides.
Econometrics, business intelligence and predictive models. A rigorous foundation for turning scattered information into grounded decisions.
ANALYTICS / BUSINESS INTELLIGENCE ECONOMICS · DATA · ARTIFICIAL INTELLIGENCEPERSONAL PORTFOLIO / 2026
Know to
transform.
I connect data, education and artificial intelligence
to build something that matters:
better decisions.
DATA
JUDGEMENT
DECISIONS
+LIVING SYSTEMS, HUMAN JUDGEMENT
01 / THE APPROACHTHE QUESTION BEFORE THE TOOL
✳ What drives me
The value is not in having
more information.
It is in knowing what to do.
I am an economist, educator and restless builder of systems. I am interested in the moment when understanding a problem becomes the ability to change it.
My work connects three worlds that need each other: analysis to understand, education to build capability and technology to act.
Data that
02
People who
transform.
Learning connected to real work. At Instituto CPE, I develop programmes that bring analytical capacity closer to people who make decisions.
EDUCATION / CAPABILITY DEVELOPMENT03
Systems that
amplify.
AI agents, documented processes and automation. I design ways of working that delegate execution and leave more time for judgement.
ARTIFICIAL INTELLIGENCE / PROCESSESINTERLUDE / IDEAS LABEXPLORE THE PROCESS ↙
FROM DOING TO DESIGNINGAI executes.
AI executes.
Judgement
sets direction.
My time is moving from isolated tasks to thinking about systems of work. This is the journey.
The original reflection on LinkedIn ↗THE QUESTION FIRST
What is worth solving?
Recognise where time is lost, what decision keeps repeating and what problem deserves attention. Priority appears before technology.
FOR EXAMPLE
A report takes hours every week. Before automating it, I ask who uses it and what decision it changes.
AN ITERATIVE PROCESS. RESPONSIBILITY REMAINS HUMAN.
02 / EXPERIENCEEXPERIENCE CONNECTS THE DOTS
Different challenges.
The same curiosity.
From understanding customer behaviour to developing professionals and designing AI systems, the thread has always been turning knowledge into action.
Instituto CPE ↗
As Academic Director at Instituto CPE, I develop training programmes in data and applied artificial intelligence for professionals and organisations.
Explore data and AI learning ↗Seyf ↗
Managing partner. I design and validate systems that identify real-estate opportunities with data science, alongside partner management.
View experience on LinkedIn ↗2013 — 2024
Bright Consulting Services
Leadership · Analytics consulting2012 — 2013
Telefónica
Senior Analyst · Churn models2009 — 2011
Pronto!
Senior Analyst · Commercial informationA FOUNDATION FOR
KEEPING ON LEARNING
KEEPING ON LEARNING
Master in Business IntelligenceUniversitat de Barcelona · 2013–2014
Diploma in EconometricsUniversidad de la República · 2007–2009
03 / IDEAS IN MOTIONTHINKING OUT LOUD
What I am
thinking about.
Follow the conversation on LinkedIn ↗Building an agent also means learning to delegate.
The context, boundaries and quality standards we need to make explicit.
Read reflection ↗Fewer isolated tasks.
More systems of work.
How time changes when we begin to design, delegate and validate.
Read reflection ↗When we become
the bottleneck.
Turning what we hold in our heads into processes others can run and improve.
Read reflection ↗04 / PORTFOLIOPROJECTS I AM ADDING
Portfolio
in progress.
This is where I will be adding my professional journey — the skills and goals I have been building along the way. For now, let’s start with something fun: my latest creation, built from a couple of skills and a few simple prompts, channelled through my agent in under 20 minutes.
A runner about everything that breaks a data pipeline.
While I put together the curated version of what I have learned and helped implement, here is something in the meantime: the latest thing I picked up as a hobby, from a couple of skills and a few iterations. Dodge nulls, outliers and hallucinations, collect clean records, and make the board.
Play now ↗How much a real estate investment actually returns.
The same spreadsheet I use at Seyf to evaluate properties, now interactive: load a price and rent and watch gross and net profitability come together, every assumption in plain sight.
Calculate now ↗Which language model fits your agent.
A map of 24 models by capability, speed and price, with data from Artificial Analysis. First you see how the market lines up; then you pick by task and budget.
Explore the map ↗05 / THE NEXT CONVERSATIONMONTEVIDEO → WHEREVER THE CHALLENGE IS
Good projects start with a good question.
What can we
transform together?
Let’s talk on LinkedIn ↗ANALYTICSEDUCATIONARTIFICIAL INTELLIGENCEPARTNERSHIPS