Federico Gerardi

I'm a MSc Computer Science student at Sapienza University of Rome. I work at DigiLab Sapienza, where I develop websites, VR experiences and AI models.

Research Papers

Language Modeling for Epigraphs

A BERT model for EDR's Latin Epigraphs text completion

IEEE CyberHumanities 2025Natural Language ProcessingLatin Epigraphy

Computer Vision

Seaspray

Transformers applied to CAPTCHA-cloaked phishing websites

Computer VisionPhishingCyberSecurity

iFAB: FabLab Robot Assistant

A robot assistant to help in FabLab environments, developed in collaboration with Microsoft Italy.

Computer VisionRoboticsMicrosoft

SOFA: Step On Foot Analyzer

A system to analyze the pressure distribution on the foot during walking, providing insights for medical diagnostics.

Computer VisionSoccerReferee

Natural Language Processing

Augustus

Enhancing Epigraphic Language Models with POS Tagging, Material Classification, and Generative Capabilities

Natural Language ProcessingLatin EpigraphyBERT

Data Science

Mental Health Model

A predictive model to identify early signs of depression using machine learning algorithms.

Data ScienceMLHealthcare

Obesity Prediction

An introduction to machine learning through the development of various models to predict obesity.

Data ScienceMLTutorial

Systems

Custom Wireless Joystick

Development of a wireless joystick with Arduino and Linux integration for my bachelor's thesis.

SystemsArduinoLinuxIoT