I am a SciLifeLab Fellow and assistant professor in machine learning for computational biology at KTH Royal Institute of Technology. My research combines AI, imaging, and biology to understand how cells behave and interact.
My group develops machine learning methods that integrate microscopy and multi-omics data to create predictive models of cellular behavior and disease. By combining advances in machine learning with rich biological datasets, our aim is to enable new insights into health, disease, and therapeutic intervention.
Before joining KTH, I earned a joint Ph.D. in Computer Science and Applied Mathematics from the University of São Paulo and in Applied Biological Sciences from Ghent University. I have built my career around bridging computer science and life sciences through interdisciplinary research in machine learning, computer vision, and biological data analysis.