Matrix factorization with log-scaled interpolation to estimate user bias from activity level.

Fine-tuned an LLM with human feedback (DPO) from EPFL exam data, surpassing GPT-4 on STEM questions.

Interactive web app comparing CO₂ emissions across transportation modes between European cities.

Deep transfer learning and morphological operations to segment roadways from satellite imagery.

Custom Siamese architecture using both eyes to improve diagnostic predictions from retinal fundus images.

From-scratch graph neural networks for mutagenicity prediction, from basic GCNs to attention-based architectures.

What makes a movie successful? Exploratory data analysis on film industry economics.