CV

My (longer) CV can be downloaded here! Below you will find a brief version:

Education

MSc Biomedical Engineering - ETH Zurich
Sept 2022 – May 2024

• Major: AI and Medical Image Analysis
• Key Courses: Biomedical Imaging, Image Analysis, Computer Vision
• Completed 45 ECTS with a GPA of 88%; Selected twice as SEMP Scholar for research at Harvard

BSc Biomedical Engineering - Carlos III University
Sept 2018 – July 2022

• Ranked Top 2%
• Exchange at Nanyang Technological University (fully covered by KA107 Scholarship)
• Honors: Electromagnetism, Material Science and Engineering, Linear Algebra, Information Skills, Writing and Communication Skills, Robotics and Bioethics
• Thesis: Association between cerebral perfusion and cardiovascular disease (maximum grade)

Experience

Graduate Researcher
Harvard University & BWH (Boston, MA)
Sept 2024 – Present

• Aortic root shape analysis: CT segmentation, 3D reconstruction of aortic valves using CNNs, GANs, and GNNs

Data Scientist Intern
Liom AG (Pffafikon, Switzerland)
March 2024 – Oct 2024

• Improved glucose estimation by refining KPIs 25%
• Developed outlier detection and mitigation strategy for live measurements

Graduate Researcher
Harvard University & MGH (Boston, MA)
Sept 2023 – March 2024

• Developed models for cortical and white matter segmentation using 3D-to-2D projections (Published at MLMI 2024)

Graduate Researcher
ETH Zurich Computer Vision Lab (Zurich, Switzerland)
March 2023 – Aug 2023

• Research on training-free neural networks for medical images (deep decoders)

Undergraduate Researcher
Spanish National Center for Cardiovascular Research (Madrid, Spain)
June 2021 – July 2022

• Finding relationships between cardiovascular risk factors and brain perfusion with MRI data analysis

Institutional Service

• AI4MED - Corporate Relations Team Lead (Nov 2023 - Present)
• BEST UC3M - Corporate Relations Staff (Sept 2020 - Sept 2022)
• TEDxUC3M - Board of Directors - Speakers Coordinator (Sept 2020 - Sept 2022)
• Isabel La Catolica School - Volunteer Teaching Assistant (Sept 2015 - May 2017)

Awards and Honors

• Nova 111 List - Top 10 Engineering Students in Spain (2024)
• ’la Caixa’ Fellowship - Full tuition at any university worldwide!! (2022)
• EIT Health Innovation-Days - Gold Medal (Spain) and Bronze Medal (Europe) (2021)
• Engineering Medicine - Bronze Medal: Top 3 case study solutions (2021)

Skills

• Technologies: Python, R, MATLAB, Blender, HPC, git
• Languages: Spanish (Native), English (C2), German (A2), French (A1)