Projects
University projects, competitions, and a published paper.
Ovarian Cancer Survival Prediction
AI for Bioinformatics project, UNIMORE
Graph Neural Networks with attention layers integrating genomic and clinical data to improve survival-prediction precision for cancer patients.
LocoBot
Computer Vision & Cognitive Systems exam, UNIMORE
Fine-tuned YOLOv5 on the HaGRID dataset to recognize hand gestures for robot tracking and stopping, without losing the network's original knowledge.
Car Lo
IoT university project, UNIMORE
IoT system promoting eco-friendly driving: Arduino + IMU + GPS hardware, an MLP classifying driving style in real time, and a Flask app on Google Cloud for live feedback.
MMR Driverless
Formula Student — MoRe Modena Racing
Team leader for the autonomous-driving division of a Formula Student team: sensor system design, Stanley controller for trajectory tracking, skidpad optimization.
Placement of IoT Microservices in Fog Computing Systems: A Comparison of Heuristics
Algorithms (MDPI), open access
Peer-reviewed paper proposing and comparing heuristics for placing microservices on fog nodes to minimize response times and meet SLAs in IoT applications.