Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Text2Motion: From Text to 3D Animation for Any Mesh
This post introduces Text2Motion, a three-stage pipeline that automates the full 3D character animation workflow — from static meshes to text-aligned motion sequences.
Customizable LLM Evaluation: Benchmarking Gemma and Beyond
This post introduces Benchmark-Gemma-Models, an open-source toolkit I developed to make evaluating Large Language Models (LLMs) more accessible and meaningful.
Examining the Evolution of Language Among Dark Web Users
This post provides an overview of my Google Summer of Code 2024 research project with HumanAI, where I investigated how language and themes evolve within Dark Web communities.
education
BSc in Computer Science, 110/110 with Honours
Thesis on the reproducibility of recommender systems, focusing on aligning evaluation metrics within the ClayRS open-source framework.
MSc in Data Science
An advanced master’s program focused on state-of-the-art techniques in machine learning and statistical analysis, pursued alongside professional roles in the AI industry.
hackathons
ITADATAHACK 2024
Competed in a 72-hour hackathon on a time series problem as part of a team of 3, achieving an F1 score of 70%.
VisionAI Assistant (LauzHack 2024)
A multi-modal AI assistant developed in 22 hours, capable of analyzing images using natural language voice commands.
portfolio
Smart Traffic Lights (Knowledge Engineering Project)
An AI-powered system that optimizes traffic flow by using a Prolog knowledge base, A* search, and HMMs for traffic prediction.
AquaAware: A Two-Phase Learning System for Water Conservation
A smart water-saving system that uses a two-phase machine learning approach to train users and optimize household water consumption.
Baldness Classification Project
A deep learning project to classify different stages of baldness using CNNs and pre-trained models like ResNet50 and VGG16.
Dark Web Topic Analysis (GSoC @ HumanAI)
A project focused on uncovering how language tied to criminal behavior evolves over time within Dark Web forums.
Blog PostVisionAI Assistant (LauzHack 2024)
A multi-modal AI assistant developed in 22 hours at EPFL, capable of analyzing images using natural language voice commands.
Gemma Model Benchmark Suite
An open-source toolkit designed to democratize LLM analysis and benchmarking with deep customization and minimal compute requirements.
Blog PostText2Motion
A three-stage pipeline automating 3D animation from static meshes to text-aligned motion using PointNet++, transformer diffusion, and SBERT/T5 encodings.
Blog PostKnowledge Injection XAI
A distributed framework predicting out-of-distribution robustness using only XAI metrics from clean data, integrating DINOv2, LoRA, and XGBoost.
publications
teaching
volunteering
Mentee at Superhero Valley
Selected as one of the Italian students for the mentorship program of Superhero Valley, a community dedicated to guiding students in computer science fields.
work
Data Scientist & Applied Scientist
Designed and deployed end-to-end AI solutions in NLP, computer vision, and LLMs, focusing on multimodal retrieval, anomaly detection, and HPC optimization.
Open Source Contributor
Analyzed 500k Dark Web discussion points using NLP models to identify key topics and deployed predictive models on Hugging Face to forecast trends.
AI Researcher & Applied Scientist
Conducting applied AI research at Leonardo Labs, focusing on advancing state-of-the-art methods in NLP, computer vision, and large language models.