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Past positions

2021  Research & Development, Carestream dental, Croissy-Beaubourg, France

2016  Marie Skłodowska-Curie fellow - CREATIS (CNRS UMR 5220 – INSERM U1206 – Université Lyon 1 – INSA Lyon), France

Team 4 - Tomographic imaging and therapy with radiation

2011  Post-doc at Departamento de Bioingeniería e Ingeniería Aeroespacial, Universidad Carlos III de Madrid, Spain

 

Research group: Laboratorio de Imagen Médica, Unidad de Medicina y Cirugía Experimental, Hospital General Universitario Gregorio Marañón, Madrid, Spain

 

2009   Post-doc, Unidad de Medicina y Cirugía Experimental, Hospital General Universitario Gregorio Marañón, Madrid, Spain

 

2008   Research & Development, Alten Ingenieria, Madrid, Spain

 

2007   Post-doc, Laboratoire des Signaux et Systèmes, Ecole Superieure d'Electricite (SUPÉLEC), Gif-sur-Yvette, France

 

 

Supervision

 

Supervision of three MSc students in several topics: Deep learning (Valeriya Pronina), Spectral CT (Suzanne Bussod), Synchrotron nano-CT (Claude Goubet).

Co-supervision of two PhD students in compressed sensing MRI (Paula Montesinos, Cristina Chavarrias) and a PhD student on deep learning for spectral CT (Suzanne Bussod). 

 

Download CV:

Education

 

2007  Ph.D., Medical Physics & BioengineeringUniversity College London, UK

  • Thesis title: Improvements in reconstruction algorithms for electrical impedance tomography of brain function

  • Supervisors: Simon Arridge, David Holder and Richard Bayford

2003  M.Sc., Applied MathematicsThe University of Manchester, UK

  • Thesis title: The anisotropic inverse conductivity problem

  • Supervisor: Bill Lionheart

2002  B.Sc. & M.Sc., Theoretical Physics, Universidad Autónoma de Madrid, Spain

Other courses

Deployment and MLOps

  • TensorFlow: Data and Deployment Specialization, Coursera

    • Browser-based Models with TensorFlow.js

    • Device-based Models with TensorFlow Lite

    • Data Pipelines with TensorFlow Data Services 

    • Advanced Deployment Scenarios with TensorFlow

NLP and LLMs

  • LangChain: Chat with Your Data, DeepLearning.AI

Deep learning 

  • Deep Learning Specialization, Coursera

    • Convolutional Neural Networks 

    • Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization 

    • Structuring Machine Learning Projects

    • Sequence Models (RNN, LSTM, Transformer, NLP)

 

Machine learning

Some hobbies and interests

 

Bouldering: indoors climbing.

Capoeira: a Brazilian art form that combines elements of martial arts, dance, acrobatics, music and spirituality.

 

Canoe polo: a sport that combines many different skills - a real fun game. An introduction video.

 

After discovering canoe polo at the ULU swimming pool, in London, I joined the ULU team for three years. Having fun, training hard and building team work, we brought the team to the second position at the British University Competition. Among all tournaments my favorite one was the 26 hours Canoe Polo Cancer Challenge 2006. During my stay in France, I joined Canoë kayak Gennevilliers, in Paris, playing tournaments around the region, and then trained during few months with Grenoble Kayak Polo. Last, with Canoa Kayak Las Rozas, Madrid (pictures below), I participated in tournaments in Spain and Portugal. 

 

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