Maria Aguilera Garcia

Beyond Work

The life, interests, and routines that sit outside the main portfolio

Countries

5

  • Spain
  • Brazil
  • Greece
  • Mexico
  • Switzerland

Continents

3

  • Europe
  • South America
  • North America

Languages

4

  • Spanish (Native)
  • English (Bilingual)
  • French (Advanced)
  • Portuguese (Basic)

I play chess.

Bronze-league rapid on Chess.com · @marimari3399

  • Rapid rating: 537
  • Daily rating: 830
  • Climbing slowly, mostly playing rapid
View profile

A nomadic childhood.

Spain → Brazil → Greece → Mexico → Switzerland → back to Spain.

  • 5 countries before adulthood
  • 3 continents crossed
  • 4 languages spoken
See timeline

When it clicks.

Motivated by hard problems — the kind that keep not making sense until they do.

  • School: maths, further maths, chemistry, mechanics
  • University: game theory, econometrics, statistics
  • Now: machine learning and anything that takes time to understand
Read the notes

I'm motivated by steep learning curves — problems that keep not making sense until, suddenly, they do. Tower of Hanoi is the classic: move the whole stack one disk at a time, never a larger disk onto a smaller one. Each level adds a disk and doubles the minimum moves. Have a go.

Tower of Hanoi

Goal

Move every disk from the left tower to the right tower.

Rules
  • Move one disk at a time — only the one on top of a tower.
  • A disk can be placed on an empty tower.
  • A disk can sit on a larger one — never on a smaller one.
Clear a level to unlock the next
A
B
C
Moves0 / 7 min
Time0:00
Your best

Tap a tower to lift its top disk, then tap another tower to drop it.

Want to see how it works in 8 lines of Python? Walkthrough of the recursive solution

See more

Fabiana & MônicaAs Batutinhas · Rio de Janeiro · 1999
Reading 13 pages · handwritten

What her preschool teachers wrote

Maria conquered everyone with her charm. She entered the routine quickly, recognises the names of all her friends, communicates with everyone even before the language was fully there. She loves music, sings constantly, and faces new challenges with pleasure.

From the original Portuguese, when she was two.
ChatGPTReading her public profile · 2026
Analyzing portfolio + blog posts

What ChatGPT would say

Multilingual software consultant with a strong data-science streak. Carlos III BBA → IE MSc in Big Data + AI → IBM mainframe consulting at BMC, with ML and analytics writing on the side. International childhood across five countries shows up in how she works: switches contexts quickly, brings rigour to chess and statistics alike, and pairs strategic depth with a designer's eye.

Generated from publicly available signals.
ClaudeAfter rebuilding the ML series + this page · 2026
Reading the codebase + the chat history + the Drive notes

What I'd say after building this with her

Iterates fast, knows when to delete. Sends screenshots with one-word verdicts and expects me to figure out the rest. Strong opinions on taste, held loosely enough to redirect when something is off. Cares about authenticity more than polish — would rather sound like herself than sound impressive. Lives across countries, languages, and disciplines without making any of them feel like the headline.

Notes from a week of writing the 12-part ML series with her.

  1. Madrid, Spain

    1997

    I was born in Madrid on 19 May 1997. When I was one and my brother was two, we moved to Rio — and the journey began.

    Me
    Me
    My brother, two years older than me
    My brother, two years older than me
  2. Rio de Janeiro, Brazil

    1998–2000

    When I was one we moved to Rio. According to my mum, I learned Portuguese before Spanish — I have no clue if that's true, but I don't know Portuguese.

    Flamengo cap — Portuguese came before Spanish
    Flamengo cap — Portuguese came before Spanish
    As Batutinhas — music, songs, kindergarten
    As Batutinhas — music, songs, kindergarten
  3. Athens, Greece

    2001–2003

    St. Catherine's was my first real school. My sister was born while we were living here — but Vigo is where I say I'm from if people ask.

    St. Catherine's — first real school, with my brother
    St. Catherine's — first real school, with my brother
    My sister, born here — but Vigo still feels like home
    My sister, born here — but Vigo still feels like home
  4. Mexico City, Mexico

    2003–2006

    Greengates School. A new family member arrived around then… or something like that.

    Casi — newest family member, instantly the favourite
    Casi — newest family member, instantly the favourite
  5. Montreux, Switzerland

    2007–2010

    St George's, the ski team, and piano lessons at school — there was a piano there, which is why it stuck. A lot more trains. The rhythm got sharper, the mountains got bigger, and the love for piano started here even though I haven't owned one since.

    Ski team — where the discipline really set in
    Ski team — where the discipline really set in
  6. Barcelona, Spain

    2010–2015

    Back to Spain, but with a more international version of me. Finished school at the British School of Barcelona — and learned that good grades come from effort, not magic.

  7. Madrid, Spain

    2015 — PresentNow

    Back to Madrid, the same city the story started in — but Madrid at one and Madrid at eighteen are very different cities. Carlos III for the BBA, then IE for the MSc in Big Data + AI. The summers kept me moving: Warsaw with Santander, Vigo with CEAMSA, Madrid with EY. At BMC Software since 2023.