Teaching

Courses and thesis supervision

Neural networks

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

Deep learning

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

Final integrative project

Associate professor (in charge) since 2022, Robotics and Automation Associate degree, Universidad Nacional del Litoral.
Last subject in the program, with the aim of giving tools to and mentoring students to complete an integrative project of their choosing. —

Courses I have taught

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.

Digital Image Processing

Teaching assistant since 2017, Assistant professor since 2024, Informatics Engineering, Universidad Nacional del Litoral.
Covers digital image basics and perception, space and frequency domain operations, restauration, color processing, compression and segmentation.

Advanced programming (C++)

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

Courses for the industry