Stefano Lodi

Tesi di Laurea Magistrale

• "Application of Predictive Analytics Methods to a B2B Manufacturing Company: From ARIMA Models to Neural Networks
• A Bank's Journey: From ETL Processes to the Deployment of Machine Learning Algorithms for Predicting Client Default in an Unbalanced Dataset Setting
• A strategy for efficient matching and bootstrapping in a Target Trial Emulation framework
• An application and privacy evaluation of a Conditional Tabular Generative Adversarial Network (CTGAN)
• Development of a Fraud Monitoring and Detection System based on the Analysis and Application of Machine Learning Models for Audio Transcription and Anomaly Detection
• Enhancing Acute Lymphoblastic Leukemia Image Classification with Explainable AI and Uncertainty Quantification
• Experimenting with CutPaste: Self-Supervision in the Context of Anomaly Detection
• Extracting information from documents using Retrieval Augmented Generation (RAG) and Large Language Models (LLM)
• League of Legends Oracle: Advanced Analytics to Predict Match Outcomes
• Quantum Neural Networks for Data-Efficient Image Classification
• Revolutionizing Business Strategy Application: Generative AI for SQL Mapping on GA4 Data
• Unstructured Insurance Policies Processing Using Prompt Engineering and Large Language Models: A ChatGPT Proof of Concept
• Unsupervised Methods for Sentiment Analysis and Supervised Methods for Irony Detection
• Zero-Shot Learning for Automated Screening in Systematic Reviews