cv

I am a clinical data scientist and ML engineer with a PhD doing research and development on clinical AI. I have published over 30 scientific manuscripts (in Nature, Nature Communications, Radiology: Artificial Intelligence, Computers in Biology and Medicine, Radiology: Imaging Cancer, European Radiology, etc). To do so, I have collaborated with international teams and institutions, working with multiple and diverse stakeholders.

I am proficient in Python and R, and an adept of web development using HTML/Javascript. I have worked on method development for self-supervised learning, image classification and segmentation and gigapixel image processing, as well as on text classification using LLMs and RAG systems, and agent development for imaging workflows.

I have supervised BSc. and MSc. theses on topics ranging from clinical image segmentation or generation to text synthesis using RAG. My focus is on streamlining clinical workflows and biomedical research while imagining what the future of healthcare can be and taking the steps to make it happen.

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