Pedro O. Pinheiro

I am a research scientist at Genentech, Prescient Design team.

Previously, I was a research scientist at Deep Genomics and Element AI (where I work closely with people from Mila). I received a Ph.D. from École Polytechnique Fédérale de Lausanne (EPFL) and Idiap Research Institute (Switzerland), under supervision of Ronan Collobert. During my phd, I also spent time at Facebook AI Research (FAIR). Previously, I graduated with a MSc. in Image and Signal Processing from Institut National des Sciences Appliquées de Lyon (INSA), in France. I am originally form sunny Fortaleza, Brazil.

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I am interested in machine learning and its applications, specifically deep learning methods for representation learning and generative modeling. Currently, I am interested in developing AI methods that can tackle complex scientific problems, such as molecular sciences and drug discovery.

Below is a list of some recent highlighted work. For a full list of publications, please see my Google Scholar page.