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  • 👋 Hi, I’m @JoaoCampagnolo I am a newly graduated student from the University of Lisbon, having recently undergone a research fellowship at EPFL for my Master thesis project on unsupervised behavioral classification from Drosophila melanogaster 3D pose data. My research endeavor was carried out with commendable results, allowing me to co-author a paper “DeepFly3D, a deep learning-based approach for 3D limb and appendage tracking in tethered, adult Drosophila”, published in eLife magazine. Presently, I am eager to further pursue my education within a research setting, as I am motivated by both the implicated engagement with scientific challenges and the honorable contribution to progress.

  • 👀 I’m interested in Biomedicine in general, with a penchant for neuroscience, particularly for its behavioral and computational branches. In parallel, I'm also fond of exploring the etiology of neuropathologies through novel machine learning applications.

  • 🌱 I’m currently learning about unsupervised learning techniques within a Python setting.

  • 📫 How to reach me: [email protected]

João Campagnolo's Projects

behav_clustering_thesis icon behav_clustering_thesis

Repository for my master thesis project on Unsupervised behavioral classification with 3D pose data from tethered Drosophila Melanogaster.

opto_mouse icon opto_mouse

Attempting behavioral classification from mice videos in a deep brain optogenetical stimulation setting. (Still incomplete - this repository will be polished once the results are ready)

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