CV

Temporary Research Fellow

University of Salerno

Research activity in computational genomics and scalable bioinformatics methods.

• Supervisor: Prof. Alfredo De Santis

Temporary Research Fellow

Sapienza University of Rome

Research on distributed and scalable solutions for large-scale genomic data analysis.

• Supervisor: Prof. Umberto Ferraro Petrillo

Research Visitor

Bielefeld University

Collaboration with the Genome Data Science Group on graph machine learning for genome inference and large language models for genomics.

• Supervisor: Prof. Alexander Schönhuth

PhD

Sapienza University of Rome

Methodological Statistics

MSc

Sapienza University of Rome

Statistical and Decision Sciences

PatientProfiler: building patient-specific signaling models from proteogenomic data

Molecular Systems Biology

Framework for constructing patient-specific mechanistic models from multi-omics proteogenomic data.

PatientProfiler

Patient-specific mechanistic modeling for precision medicine through multi-omics data integration.

• Precision medicine
• Proteogenomics
• Mechanistic modeling

GeniusAssembler

Graph neural network-based approaches for telomere-to-telomere genome assembly.

• Graph Neural Networks
• Genome assembly

Hyperbiome

Hyperbolic embeddings for fast and scalable representation of bacterial genomic diversity.

• Hyperbolic embeddings
• Deep learning
• Taxonomic querying