This is a summarised version of my CV.

A more complete PDF version is available upon request.

Also, here are my LinkedIn and Github profiles.

Summary

I have comprehensive experience in the development and deployment of production-grade Machine Learning models, designing scalable data pipelines and leading high-performing teams to help organisations take ownership of and extract value from their data.

I am interested and have worked in a wide range of technical areas, such as:

  • Data Science, Engineering and Analysis
  • Machine Learning Engineering
  • Functional Programming
  • Parallel Computation
  • Deep Learning
  • Natural Language Processing
  • Bayesian Inference
  • Test-Driven Development

Past Experience

  • 2021–2025: Lead Data Scientist, Hybrid Theory, Barcelona.
  • 2020–2021: Senior Data Scientist, Affectv, Barcelona.
  • 2017–2020: Chief Research Officer, Bit Physical Retail SL, Barcelona.
  • 2015–2017: Research Fellow, University of Nottingham, United Kingdom.
  • 2014–2015: Investigador postdoctoral, Institut de Matemàtica, Universitat de Barcelona, Barcelona
  • 2013–2014: Chercheur postdoctoral, Laboratoire de Mathématiques de Besançon, Université de Franche-Comté, France.

Education

  • 2013: PhD Thesis in Mathematics, University of Nottingham, United Kingdom
  • 2008: MSc in Advanced and Professional Mathematics, Universitat de Barcelona
  • 2007: Extended BSc in Mathematics, Universitat de Barcelona

Certifications

  • 2021: Natural Language Processing Specialization, deeplearning.ai & coursera.org
  • 2020: Functional Programming in Scala Specialization, École Polytechnique Fédérale de Lausanne & coursera.org
  • 2019: Deep Learning Specialization, deeplearning.ai & coursera.org
  • 2016: Applied Data Science with Python Specialization, University of Michigan & coursera.org
  • 2015: Lecturer Habilitation, Agència per a la Qualitat del Sistema Universitari de Catalunya

Tech stack

  • Programming: Python, Scala, SQL
  • Machine Learning: Scikit-learn, TensorFlow, PyTorch, MLflow
  • Data Engineering: Apache Spark, Pandas, Polars, Apache Airflow, Apache Kafka, Ray, Dask, Delta Lake
  • Data Storytelling: Matplotlib, Seaborn, Plotly, Streamlit
  • Databases: Postgres, MySQL, Redis, Chroma, SQLite, DuckDB, Graphite
  • Monitoring: Grafana
  • Cloud & DevOps: AWS, Docker, CircleCI, Github Actions
  • Other Softwares: Git, DVC, LaTeX, GNU/Linux
  • Soft Skills: Test-Driven Agile Development, Mentoring, Leadership, Cross-Team Collaboration

Languages

  • Catalan: Native
  • Spanish: Native
  • English: Fluent. Resident in Nottingham, United Kingdom, 2008–2013 and 2015–2017
  • French: Fluent. Resident in Besançon, France, 2013–2014