Experience

ongoing
Feb 2025 - Present

Postdoctoral Researcher

ETH Zurich, MDS Lab Zurich, Switzerland

Working on representation learning, multimodal machine learning, efficiency and post-training. Part of the MDS Lab, led by Prof. Julia Vogt.

Representation LearningMultimodal LearningPost-TrainingEfficiencyFoundation Models
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Feb 2024 - Jul 2024

International Research Visit

Helmholtz Munich, AIDOS Lab Munich, Germany

Research visit working on representation learning and geometric deep learning in the AIDOS Lab, led by Prof. Bastian Rieck.

Representation LearningGeometric Deep LearningTopological ML
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Nov 2020 - Jan 2025

Ph.D. in Computer Science

Sapienza University of Rome, GLADIA Lab Rome, Italy

Thesis: "Improving Neural Networks Efficiency via Representation Similarities". Supervised by Prof. Emanuele Rodolà.

Graduated with Honors
Neural NetworksRepresentation LearningEfficiencyFoundation models
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Sep 2018 - Oct 2020

M.Sc. in Computer Science

Sapienza University of Rome Rome, Italy

Thesis: "Time-Aware Sequential Deep Methods and Their Applications in Healthcare". Supervised by Prof. Paola Velardi.

110/110 cum laude
Deep LearningHealthcareSequential ModelsTime Series
Jun 2017 - Feb 2019

Software Developer Engineer

NTT Data Rome, Italy

Developed multiple software solutions for international customers including Enel and Telecom.

Software DevelopmentJavaJavascriptFrontendBackend