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Projects
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Self-Supervised Art AI
Based on the research 'Harnessing Self-Supervised Features for Art Classification', this project explores advanced artwork classification using DINO and CLIP models, demonstrating how self-supervised learning enhances museum navigation and retrieval.
An innovative AR museum experience, VMART integrates YOLO-based object detection, DINOv2 embeddings for image retrieval, and fine-tuned EfficientNet classifiers to enable seamless, real-time interaction with artwork through perspective-corrected vision and content discovery.
A comprehensive QR code menu management system for the hospitality industry. This web application allows food businesses to create, edit, and maintain digital menus with a focus on ease of use and real-time updates.
A dedicated UI/UX design study for the ParkSense application. This project focuses on solving urban parking challenges through intuitive interface design, user journey mapping, and high-fidelity prototyping.
A specialized platform for managing Bacrama sport tournaments. Featuring a robust admin dashboard for managing athletes and events, providing a streamlined experience for organizers and fans alike.
Developed as a Bachelor's thesis, this graphical tool simplifies the creation of Minecraft advancements. It bridges the gap between design and implementation using the UltimateAdvancementAPI.
Official event website for the Junior Enterprise Italy October Meeting. Designed to handle event registration, scheduling, and information delivery for a large-scale student enterprise conference.
A powerful developer tool and API for Minecraft server owners, enabling the creation of complex, custom advancements that enhance the vanilla gameplay experience.
A deep immersion Minecraft mod focusing on the economic side of gameplay. It introduces a sophisticated selling system and a unique newspaper-based sponsorship mechanic.
An autonomous agent simulator where participants are controlled by LLMs. Features complex systems for district management, elections, and strategic combat in a fully automated environment.
A production-ready base project for Angular development. Includes pre-configured architectural patterns, essential libraries, and best practices to accelerate the start of new web applications.
A hub for high-quality Minecraft software. This platform showcases a suite of APIs, in-game mechanics, and developer tools designed for unique server experiences.
A high-performance, multithreaded garbage collector for Rust. Implementing advanced cycle collection algorithms to manage memory efficiently in concurrent environments.
Research activity at the intersection of vision and language: exploring how modern deep learning models perceive images, connect them with text and turn natural language into working code.
Computer vision: representation learning, classification and retrieval
Multimodal models bridging images and language
LLM-based code generation and its evaluation
ResearchComputer VisionMultimodalCode Generation
Study
MasterDegreeinAIEngineering
Machine learning, computer vision & LLMs
Graduate studies focused on designing and deploying intelligent systems, from deep learning and computer vision to large language models and autonomous agents.
VMART — AR museum experience with YOLO, DINOv2 and EfficientNet
Hunger Games LLM — autonomous agents simulator driven by LLMs
Self-supervised learning for art classification
VMARTHunger Games LLM
Deep LearningComputer VisionLLM
Study
BScComputerEngineering
Software engineering foundations
Bachelor's studies covering algorithms, systems, networks and software engineering, closed with a thesis on the Advancement Generator: a graphical tool that makes creating Minecraft advancements accessible, built on top of the UltimateAdvancementAPI.
Student-run consulting company where I worked on real projects for clients and on the digital side of the network, including the official website of the Junior Enterprise Italy October Meeting.
JEIOM23 — event website with registration and scheduling
Client projects in a team-based consulting setting
A menu management platform for the hospitality industry: businesses create, edit and publish digital menus reachable through a QR code, with real-time updates.
Full product development, from design to deployment