Projects
University projects, competitions, and a published paper.
AI for Bioinformatics project, UNIMORE · 2024
Ovarian Cancer Survival Prediction
Graph Neural Networks with attention layers integrating genomic and clinical data to improve survival-prediction precision for cancer patients.
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Computer Vision & Cognitive Systems exam, UNIMORE · 2023
LocoBot
Fine-tuned YOLOv5 on the HaGRID dataset to recognize hand gestures for robot tracking and stopping, without losing the network's original knowledge.
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IoT university project, UNIMORE · 2023
Car Lo
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.
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paper · Algorithms (MDPI), open access · 2021 · Python
Placement of IoT Microservices in Fog Computing Systems: A Comparison of Heuristics
Peer-reviewed paper proposing and comparing heuristics for placing microservices on fog nodes to minimize response times and meet SLAs in IoT applications.
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Formula Student, MoRe Modena Racing · 2021
MMR Driverless
Team leader for the autonomous-driving division of a Formula Student team: sensor system design, Stanley controller for trajectory tracking, skidpad optimization.
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