CV

PhD in Computer Science @ CISPA Helmholtz Center for Information Security

• Conducting research on trustworthy machine learning with a focus on graph neural networks (GNNs)
  • Robustness of GNNs
  • Differentially Private Graph Learning
• Advised by Aleksandar Bojchevski

MSc in Computer Science @ Sapienza University of Rome

• GPA: 29.2/30
• Graduated with distinction
• Successfully completed the excellence program for this degree programme

BSc in Computer Science @ Sapienza University of Rome

• GPA: 27.2/30
• Graduated with distinction

Teaching Assistant @ Universität zu Köln

• Develop homework assignments and in-class exercises and provide guidance through in-class problem-solving sessions

Master thesis development - GLADIA Research Group@Sapienza University of Rome

• Title: Model-Level Explanation of PointNet Framework via Input Optimization
• Design and implementation of a novel 3D deep generative framework to reconstruct 3D point clouds via Adversarial Autoencoder
• Explanation of a deep neural model dealing with 3D data(PointNet) through a post-hoc technique to visualize what the artificial neural network has learned

Bachelor thesis development - MCLab Research Group@Sapienza University of Rome

• Title: ModelsTranslator, a translating tool for biological models
• Analysis, design and development of a translating tool for biological models in several modelling languages to encourage models re-use in the community
• Test analysis and simulation of the translated models

CMMRS Pre-Doctoral Research School @ Cornell University, Maryland University, Max Planck Institute

Machine Learning Summer School 2021 Tapei @ Max Plack Institute