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About me


I am Eric A. Antonelo, computer scientist holding a Master degree in Computer Systems Engineering with a major in Intelligent Systems from Halmstad University, Sweden (Master thesis here) and a PhD degree in Computer Science from Ghent University, Belgium (PhD thesis here). In particular, I have used reservoir computing architectures (RNNs) as dynamical systems to model several aspects in mobile robotics such as navigation and robot localization.

I have joined the University of Luxembourg as a Research Associate (December 2016) in an industrial research project with a private company for fraud detection on big datasets of energy distribution networks using machine learning techniques (RNNs and importance weighted predictive models).

As a post-doc from 2012 to 2016, I have also taught topics on artificial intellingence for undergraduate and graduate students from Federal University of Santa Catarina (UFSC), such as Logic, Bayesian networks, Regression and Classification Methods (Logistic regression,  Neural Networks, Decision trees) and Bayesian learning.

I have research and development experience on artificial intelligence, specially on machine learning methods such as neural networks and support vector machines for regression and classification; and on reinforcement learning in robotics. In addition, I have worked on multi-variate data mining with chemical process data during a consulting project.

I have also experience on web development as software architect through implementing two vertical search engines:

  • for real estate properties: (2009) and (2012).
  • for natural treatments and healthy recipes: (2015).

See my Portfolio or Research for more information. 

I have made available some code for machine learning (in Julia and in Python) when I started learning the Julia programming language.

I currently live in Maringá, Brazil.
From 2017 to 2019, I have lived in Luxembourg.
From 2012 to 2016, I have lived in Florianópolis, Brazil.
From 2007 to 2011, I have lived in Ghent, Belgium
From 2004 to Jan 2006, I have lived in Halmstad, Sweden.
From 1998 to 2003, I
have lived in Maringá, Brazil.

Check my   CV   or my LinkedIn profile for more information.