CV
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