March 2026
Legal AI Assistant — KG-Enhanced LLM for Italian Law
Conversational assistant for the Italian legal domain combining RAG with Hybrid Search and a Knowledge Graph-enhanced LLM.
projects
A selection of the projects I built during my years of study, research and work: from multi-agent systems to RAG pipelines, from Knowledge Graphs to LLM fine-tuning.
December 2025
Multi-Agent Email Assistant — CrewAI + MCP + AgentMail
Multi-agent system for automatic email management based on CrewAI and an MCP Server as the communication layer.
In development
Multi-Agent Email Assistant — CrewAI + MCP + Gmail + Google Calendar
Evolution of the AgentMail project: native Gmail and Google Calendar integration, vector storage on Qdrant and automatic event creation.
July 2025
Multi-Agent System for Resume and Job Offer Analysis
Multi-agent system (9 agents, 3 scenarios) that analyzes PDF resumes and semantically matches them against 100,000 job offers on Qdrant.
April 2025
Analysis of Social Networks & Media — Bluesky
Link-prediction task on the decentralized social network BlueSky: classic heuristics and GNN models on a graph of 7,175 nodes.
November 2024
MathQA: Paper study & Fine-Tuning
Study of the MathQA paper and fine-tuning of Mistral 7B with 4-bit quantization (NF4) and LoRA, published on the Hugging Face Hub.
July 2024
Conversational Agents for Job Recommendation
Autogen conversational agents computing a compatibility index between resumes and job offers scraped from LinkedIn.
June 2024
Advanced techniques of RAG
Study and implementation of advanced RAG techniques (Dense X, RAG Fusion) in collaboration with the company ALTILIA.
June 2024
Detection and segmentation of Transmission Towers and Power Lines
Development of a model for the detection and segmentation of Transmission Towers (TTs) and Power Lines (PLs).
June 2023
Health Insurance Cross Sell Prediction
Insurance cross-selling prediction: forecasting whether a health-policy customer will also subscribe to car insurance.
February 2023
Movie Reviews with Spark
Flask web application on Spark and RDDs to query a movie-review dataset in a distributed way.
September 2022
Knapsack Problem — ALNS & Simulated Annealing
Python implementation of Adaptive Large Neighborhood Search combined with Simulated Annealing on the Knapsack Problem.