Fabio Ferreira
Senior Machine Learning Scientist at Qureight
London, England, United Kingdom
Summary
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Senior🎓
Top SchoolFabio Ferreira is a Senior Machine Learning Scientist based in London with 11 years of experience applying probabilistic and deep learning methods to health, life and environmental sciences. He holds a PhD in Computer Science from UCL and has led multidisciplinary projects at Imperial College using large-scale healthcare datasets such as UK Biobank and the SAIL Databank. His work spans explainable Bayesian models, NLP with clinical large language models (BERT, ClinicalBERT, GatorTron, Llama 3), and generative AI for high-fidelity 3D image synthesis at Qureight. Fabio combines rigorous academic research—developing biomarkers and patient stratification methods—with industry collaborations, translating complex models into practical clinical and public-health applications. He is notable for bridging probabilistic inference and modern deep learning in medical imaging and digital public health, often working with multinational partners like Mastercard.
11 years of coding experience
10 years of employment as a software developer
Master's degree, Biomedical Engineering, 17/20, Master's degree, Biomedical Engineering, 17/20 at Universidade de Coimbra / University of CoimbraUniversity College London
Portuguese, English, Spanish
Github Skills (11)
website-development6
imaging6
medical-image-processing5
python5
deep-learning5
pytorch5
computer-vision5
machine-learning4
medical-image-computing4
open-science1
science1
Programming languages (3)
Github contributions (5)
ferreirafabio80/gfa
Nov 2018 - Jun 2022
Contributions:128 commits, 12 pushes, 1 branch in 3 years 7 months
ferreirafabio80/GettingandCleaningData-CP
Jan 2015 - Jan 2015
Contributions:4 pushes in 1 day
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