Teaching

Courses, thesis supervision and projects

Current courses

Neural networks

Associate professor (in charge) since 2022, Data Science Master, Universidad Austral.
Introduction to neural networks for industry oriented applications.

Natural language processing

Associate professor since 2027, Artificial Intelligence Engineering, Universidad Nacional del Litoral.
Language modelling, representations of text and the deep learning architectures behind current language models.

Final integrative project

Associate professor (in charge) since 2022, Robotics and Automation Associate degree, and since 2027, Artificial Intelligence Engineering, Universidad Nacional del Litoral.
Last subject in the program, with the aim of giving project managing tools and mentoring to students, on a complete integrative project of their choosing.

Courses I have taught

Deep learning

Associate professor from 2021 to 2025, Informatics Engineering & graduate course, Universidad Nacional del Litoral.
Introduction and deep dive on deep learning techniques and applications.

Digital image processing

Teaching assistant from 2017 to 2025, assistant professor from 2024 to 2025, Informatics Engineering, Universidad Nacional del Litoral.
Covers digital image basics and perception, space and frequency domain operations, restoration, color processing, compression and segmentation.

Introduction to machine learning

Teaching and course preparation in 2022 Bootcamp, Women in Bioinformatics and Data Science LA.

Machine learning for bioinformatics

Associate professor 2020 & 2021, Asociación Argentina de Bioinformática y Biología Computacional.
Machine learning methods used in bioinformatics, including clustering, dimensional reduction, supervised learning and neural networks.

Machine learning with applications

Associate professor in 2019 & 2021, graduate course, Universidad Nacional de Entre Ríos.
The course includes basic machine learning techniques applied on signals, images and structured data using the Python ecosystem.

Advanced programming (C++)

Teaching assistant from 2011 to 2014, Bioengineering, Universidad Nacional de Entre Ríos.
Object oriented programming, numerical methods.

Courses for the industry