PROJECTS

Retrieval-Augmented Generation (RAG) Agent

Data Reply

Implementation from scratch of an agent based on RAG technique to assist with legal and legislative queries.

Comparing Reinforcement and Supervised Learning for tuning Large Language-specific Models

Università di Pisa - Master Thesis

Development of an Italian LLM using a multi-stage fine-tuning process, including Direct Preference Optimization (DPO) with the aim of improving language proficiency, content, and grammar correctness.

Benchita

Università di Pisa

High quality few-shots benchmarks for Italian LLMs.

Search Engine Implementation

Università di Pisa

Implementation from scratch of a search engine using an inverted index structure for computing BM25 and TFIDF scores.

SpeakItalian

Università di Pisa

Hand Gesture Recognition tool.

Heavy-Tailed Variational Autoencoders

Università di Pisa

Matlab implementation of a Variational Autoencoder using Normal, LogNormal and Inverse Gaussian distributions to learn a latent space.

Movement formation of a swarm of Robots

Università di Pisa

Matlab (and Simulink) implementation of a swarm of robots moving in formation towards goal position.

Anomaly Detection on Embedded Devices

Università di Pisa - Bachelor Thesis

Deployment of Anomaly Detection model on NVIDIA Jetson Nano and Raspberry Pi for identifying anomalies in time-series telemetry data.