Hello,

I am a Postdoctoral Researcher at the Laboratory for Bone Biomechanics, ETH Zürich.

My research interests include Image analysis, Data science and Machine Learning and their applications to investigate multiscale mechanobiology.

During my Doctoral studies, I developed Spatial µProBe, a correlative multimodal imaging approach for spatial profiling of biological micro-environments. By combining spatial transcriptomics, time-lapsed in vivo micro-​Computed Tomography and micro-finite element analysis, this tool enables characterising the local mechanical in vivo environment of musculoskeletal cells with high resolution and throughput.

My caffeine comes from music, usually Progressive House.

I value being consistent, which has shaped some of my core principles: commitment, reliability, perseverance. Eager to take on new challenges, I believe adversity stimulates growth.

As hobbies, I like to run and play tennis, photography and learn new languages.

Interests

  • Spatial Transcriptomics

  • Computational modeling and AI in image analysis

  • Bone mechanobiology

  • Correlative multimodal imaging

Education

2025 to Present
  Postdoctoral researcher at the Institute for Biomechanics, ETH Zürich, Switzerland

2020 to 2025
  Doctoral student at the Institute for Biomechanics, ETH Zürich, Switzerland

2018 to 2020
  Master Degree in Biomedical Engineering, ETH Zürich, Switzerland

2015 to 2018
  Bachelor Degree in Biomedical Engineering, University of Coimbra, Portugal