Master Thesis Project
Unveiling Hidden Information in Unstructured Documents: Organization and Hybrid Retrieval with Knowledge Graphs.
Designing Intelligence
I've transformed my boundless curiosity into expertise designing systems that organize, structure, and access knowledge at scale.
I combine rigorous statistical foundations with creative problem-solving to build knowledge systems that mirror human reasoning: connecting patterns, mapping relationships, and answering the complex questions that matter the most.
Recent Work
Key projects showcasing my expertise in knowledge systems, statistical analysis, and AI implementation.
Graph RAG for Criminal Investigations
Combining Knowledge Graphs and NLP to Analyze Instant Messaging Data in Criminal Investigations.
LLM Fine-Tuning for AKGC
Fine-Tuning Mistral 7B with QLoRA for Automatic Knowledge Graph Construction from unstructured text.
NLP on Medical Abstracts
Multi-Label Classification and Extractive Summarization of Medical Abstracts.
Flowers Images Classification with CNNs
Multi-label flower image classification through custom-tuned Convolutional Neural Networks in TensorFlow.
Financial Literacy & Service Needs in Italy
Analyzing survey data to explore the relationship between Italians' financial literacy and their demand for financial services.
Dynamic Portfolio Optimization
Building and backtesting stock portfolios using 40+ financial indicators, screening models, and time-series forecasting.
Named Entity Recognition and Linking
Extracting and linking entities to Wikipedia using spaCy and transformer-based BLINK models.
Philosophical Text Analysis with Word Embeddings
Training and comparing Word2Vec word embeddings to analyze semantic differences among major philosophical schools.
Predicting Credit Card Approval with ML
Predicting credit card approval with Logistic, Tree-based, and Neural classifiers using cost-aware learning.
Analyzing Game Reviews with MongoDB
Scraping and integrating review data from Steam and Metacritic to analyze how reviews impact game popularity.
Bachelor Thesis Project
Evaluating the efficiency of Twitter Sentiment Analysis as a tool of prediction for the stock market.
WebScraping NBA's odds
WebScraping NBA's Asian Handicaps and Over/Unders from oddsportal.com to evaluate the accuracy of NBA odds market.
Get In Touch
I live in Italy, but I love to move around the world. Feel free to contact me for whatever reason, I'm open to every new and interesting opportunity!