FotoRodolfo


Rodolfo Anibal Lobo

ABOUT ME


I am a Ph.D in applied mathematics from the University of Campinas, Brazil. My research interests include computational intelligence and biomathematics. I am currently developing hypercomplex-valued neural network models. The main applications for these models are associative memories for pattern reconstruction and classification.

Currently, I am working at the IT and software development company Globant as a Data Scientist. I have experienced with NLP and audio applications using machine learning and deep learning models.

Skills


Programming

Python (Pandas, Numpy, Matplotlib, Plotly), Julia, Matlab, SQL

Machine Learning & Deep Learning

Scikit-learn, Pytorch, Keras, Natural Language Processing with Transformers

Signal Processing

Audio feature extraction

Publications


publication4

A Brief Tutorial on Quadratic Stability of Linear Parameter-Varying Model for Biomathematical Systems

Lobo, R. A., Palma, J. M., Morais, C. F., Carvalho, L. D. P., Valle, M. E., & Oliveira, C. R. (2019, November)

publication5

Free Mechanical Vibrations Models via p-fuzzy Systems

Barros, L. C., Sanchez, D., Lobo, R., & Esmi, E. (2019, August)

publication6

Modeling and Stability Analysis of Salmon Mortality due to Microalgae Bloom using Linear Parameter-Varying Structure

Sánchez, D. E., Palma, J. M., Lobo, R. A., Meyer, J. F., Morais, C. F., Rojas-Palma, A., & Oliveira, R. C. (2019, November)

publication7

Dinâmica de HIV e posterior AIDS

Morillo, C. C. E., Carrasco, R. A. L., & da Costa Meyer, J. F. (2018)

Awards


1st place at the XV Brazilian Congress of Computational Intelligence (CBIC 2021) in the category of best Ph.D thesis.

Best Doctoral Thesis 2021 - IMECC, UNICAMP.

Education


Ph.D in Applied Mathematics, 2021

University of Campinas, Brazil

MSc in Acoustics and Vibrations, 2016

Austral University of Chile

Bachelor of Arts with mention in Sound, 2012

University of Chile