Cristiana holds a BSc. in Computer and Control Engineering (2022) and a MSc. in Data Science (2025), both from Sapienza University of Rome, Italy. Her master thesis focused on multimodal deep learning models for Earth Observation imagery integrating information from multispectral layers. In 2024, she worked for an Italian startup in Rome that provides applied research services to companies and organisations in various fields. In 2026, she completed a traineeship as a AI Specialist at the European Parliament in Brussels.

At the department of Medical Informatics at the Erasmus M.C. she works as an R programmer on the DARWIN EU® project.