Projects
current
AI-Assisted Chronic Wound Assessment
Computer vision and smart-bandage sensing to track how chronic wounds heal, as part of the SWODDYS project.
Stratification for Image Segmentation
Label-aware dataset splitting for image segmentation, giving more representative test sets and more stable model evaluation.
HpStrat - Homophily-Aware Stratification
Cross-validation folds for graph neural networks that balance node homophily, not just class labels, for more stable GNN evaluation.
past
ML for Electricity Market Pricing
Master thesis at USI Lugano. Predicting Locational Marginal Prices in near real time with machine learning instead of solving optimal power flow.