Education

Teaching & Supervision

Supporting students in their academic journey through courses, seminars, and one-on-one thesis supervision.

Courses
Glowing neural network with blue nodes and connections

MSc · Spring

Deep Learning

Teaching assistant

Lab sessions on neural network training, optimization, and modern architectures.

Course at UniPD
Abstract data clustering visualization in blue tones

MSc · Autumn

Machine Learning

Teaching assistant

Tutorials on supervised and unsupervised methods, model evaluation, and reproducibility.

Course at UniPD
Molecular graph with connected atoms in indigo and cyan

PhD seminar

Generative Models for Structured Data

Seminar lecturer

Advanced seminar on graph and molecular generative models.

Course at UniPD
Seminars & Talks
Speaker addressing an audience in a lecture hall

From Words to Molecules

UniPD Public Seminar

Outreach talk on generative AI for scientific discovery.

Watch on YouTube
Dense knowledge graph of nodes and edges

Knowledge Graphs in Practice

Industry workshop

Hands-on session on extracting structured knowledge from text.

Watch on YouTube
Mentorship

Master's thesis supervision

I co-supervise master's students working on deep generative models, graph neural networks, and applied AI for the life sciences. Students benefit from an interdisciplinary environment that bridges mathematics, computer science, and pharmaceutical sciences.

Generative modelsGraph neural networksAI for life sciences