Field of Work

Machine Learning | Medical Imaging | Clinical Data Science | Biomedical Engineering | Medical Education

Professional Activity

• Data Science Project Manager – Hospital da Luz Learning Health
• Research Team Member – Hospital da Luz Learning Health
• Lecturer – Católica Medical School (FM-UCP)

Education

• University: Instituto Superior Técnico, Universidade de Lisboa
• MSc: Biomedical Engineering – Técnico Lisboa
• PhD: Bioengineering Systems – Técnico Lisboa
• PhD Visiting Period: School of Biomedical Engineering and Imaging Sciences, King’s College London

Professional Career

• Deep Learning Teaching Assistant – Técnico Lisboa (Electrical and Computer Engineering, Computer Science and Engineering, Data Science)
• Machine Learning Lecturer – Católica Medical School (FM-UCP)
• Researcher – Hospital da Luz Learning Health
• Clinical Applications:
  • Rectal cancer classification
  • Brain gliomas segmentation
  • Survival analysis in multiple myeloma patients using MRI
  • Feeding behavior and neural mechanisms in fruit flies

Languages

Portuguese | English

Other Interests

• Data-driven healthcare innovation
• Interdisciplinary research
• Technology for neuroscience and behavior