CV

🧑🏻‍💻 Data Science Experience

Senior Data Scientist @ PhysicsX (May 2023 - Present)

• Research in GNN
• Modelling of complex physical systems using DL methods for advenced engineering desing.
• Design of DL solutions for the operation of complex industrial-scale systems.

Lead Data Scientist @ Deloitte Ventures (Jun 2022 - May 2023)

• Lead the DS team working on a healthcare SaMD.
• Own the ML design, development and maintenance of the product.
• Development and productisation of a NLP model for healthcare.
  
  

Senior Data Scientist @ Deloitte Ventures (Aug 2021 - Jun 2022)
Deloitte’s assets branch.

• Worked in cross-functional, agile teams to build tech products

• Development and maintenance of a ML system based on Genetic Algorithms and MC methods for a Supply Chain optimisation product, with continuous integration and development in a multicloud environment.

• Combined ML with Mathematical Optimisation techniques in the context of Operation Research projects.
  
  

Data Scientist @ Faculty Opinions (Aug 2020 - Aug 2021)
Startup using Data Science and NLP to help researchers in Biology and Medicine find the scientific articles that they should be reading.

• Full-stack Data Scientist: ETL building (structured and unstructured data pipelines), algorithm design, and full deployment in the cloud.
• Setting up and leading the ML strategy of the company.
• Developed, deployed and maintained end-to-end scalable ML solutions for NLP tasks in an Agile environment.
• Applied and developed NLP methods for Life Sciences (Medicine and Biology).
  
  

Data Scientist @ Easyjet (Jan 2020 - Mar 2020)
Airline company.

• Combined modern Machine Learning techniques with Monte Carlo simulations to forecast standby crew demand.

• Developed a model to allocate crew duties that reduce 30% of the costs in standby crew with respect to the previous model.
  
  

Kernel Developer - Intern @ Wolfram Research (Mar 2016 - Jun 2016)
Software and Research Company. Statistics and Probability Algorithm R&D department.

• Worked with state-of-the-art algorithms in the field of statistics and probability.
• Optimized existing algorithms for sampling, parameter estimation and constrained optimization problems.
• Developed and documented a new built-in function of the Wolfram Language, with applications for reliability engineering.
• My code was included in the commercial software Wolfram Mathematica.
  
  

🧑🏻‍🔬 Research Experience

Early Stage Researcher - PhD student @ CNRS (Sep 2014 - Sep 2017)

• Modelling and simulations of particle physics models for experiments at CERN Large Hadron Collider.

• Designed innovative analysis strategies for searching Higgs bosons using advanced computational methods.

• Presented novel results in international conferences.

• Published several papers in high impact scientific journals. Google scholar: http://tinyurl.com/y3vjajtm
  
  

Graduate Researcher @ CSIC (Sep 2012 - Sep 2013)
Spanish National Research Council. Institute for Fundamental Physics.

• Studied localization effects in Quantum Field Theory, leading to a peer-reviewed publication and my Master’s thesis.
• Studied a classical gravitational model beyond Einstein’s General Relativity and made a numerical analysis of it, co-authoring a peer-reviewed publication.
  
  

🧑🏻‍🎓 Education

PhD in Particle Physics PhD Thesis: “Search for supplementary Higgs Bosons at the LHC”.
Universite Paris Saclay - Paris, France (2014 - 2017)

Masters of Science Theoretical Physics
Universidad Complutense de Madrid - Madrid, Spain (2012- 2013)

Bachelor of Science in Physics, specialised in math and fundamental physics
Universidad Complutense de Madrid - Madrid, Spain (2008 - 2012)

Data Science Fellow @ Faculty.ai (Jan 2020 - Mar 2020)

• Intensive 8 week course and internship covering commercial and technical aspects in Data Science and Machine Learning
• Check my project presentation here
  
  

Bachelor of Science in Economics
UNED - Remote (2019 - current)

🧑🏻‍🤝‍🧑🏽 Open Source contributions

• Scikit learn

💬 Languages

Spanish: Native
English: Fluent
French: Conversational

📌 On The Side

Motorbike Touring @ Americas (Nov 2017 - Sep 2019)

I did a 22 months motorbike solo tour around South, Central and North America as a full-time traveler. I drove 35000 km, visited 17 countries, and met a lot of wonderful people. Some interesting aspects of this experience:

• Kept up a travel blog (in Spanish), see here.
• Broadcasted adventures and interesting historical facts of the places I visited via instagram with +2k followers. Check it here (in Spanish).
• I learnt the art of motorcycle maintenance. And some Zen.
  
  

Barista, waiter and private tutor @ London, UK (Oct 2013 - Sep 2014)

After my undergraduate studies I took an academic gap year. During this period I had a number of jobs, including: barista, waiter, kitchen porter and private math tutor.

📰 Publications

See my google scholar profile for a list of scientific publications.