about me

I'm a postdoctoral researcher at KTH royal institute of technology in Sweden. My work studies techniques to extract information and learn the intrinsic behavior of time series, signals and dynamical systems. I have a focus on large-scale models that can perform such tasks, with a special interest in their robustness and generalization capabilities. While motivated by a range of applications, I am particularly interested in the new prospects these advances can bring to medicine. In particular cardiology and electrocardiography.


2023-02-01 🎬 I started as postdoctoral researchers in KTH Royal Institute of Technology, Sweden (link)
2023-10-30 🎬 I presented my work in the seminar series from the National Laboratory of Scientific Computing (Brazil) (link)
2023-10-05 📜 New paper accepted at NeurIPS as a spotlight. (link)
2023-10-01 📜 New publications at Journal of Electrocardiology: Risk Prediction of Atrial Fibrillation from the 12-Lead ECG by a Deep neural network. (link)
2023-09-25 🎬 I presented my work on the European Research Network System Identification (ENRSI) workshop in Stockholm (link)
2023-07-27 📜 Two new publications: one at Circulation and one at the European Heart Journal Digital Health. (link) (link)
2023-07-05 ✈️ I visited Fu Siong group at Imperial college for one week. (link) (link)
2023-07-04 📜 Two new publications using AI-augmented ECG: screening for Chagas disease patients and using age estimated by AI-ECG as a biomarker of cardiovascular risk (link) (link)
2023-05-24 🎬 Two online talks today. One at PUC-Rio-Brazil and one at IEEE EMBS Germany Chapter in Göttingen!. (link) (link)
2023-05-12 📜 Paper accepted at IEEE Signal Processing Letters. Invertible Kernel PCA with Random Fourier Features (link)
2023-04-04 📜 Paper accepted at Frontiers in Cardiovascular Medicine. Association of lifestyle with deep-learning based ECG-age (link)
2023-02-15 📜 Paper accepted at IEEE Transactions on Signal Processing. Overparameterized Linear Regression under Adversarial Attacks (link)
2023-01-25 📜 Paper accepted at IEEE Transactions on Biomedical Engineering. On Merging Feature Engineering and Deep Learning (link)
2022-11-25 ✈️ I was awarded the ELISE Mobility Grant for a research visit to Francis Bach group at ENS/INRIA during Spring 2023.
2022-11-24 🎬 Talk at Aalto University and ELLIS unit Helsinki! "Adversarial Attacks in Linear Regression". (link)
2022-11-15 📜 Paper accepted at Scientific Reports. Deep learning ECG-based prediction of myocardial infarction (link)
2022-08-15 🏆 I received the Benzelius Award! From the Royal Academy of Sciences in Uppsala (photo)


Department of Information Technology, Division of Systems and Control, Uppsala university.
Visiting address:Room 103146 hus 10, Lägerhyddsvägen 1, Uppsala.
Postal address: Box 337 - 751 05 Uppsala