Francisco Caio Lima Paiva
About Me
A Lead Data Scientist and Machine Learning Researcher with a Master's in Science (AI) and a Bachelor's in Computer Engineering at the University of São Paulo (USP). I am committed to delivering innovative, scalable, and efficient data-driven solutions for highly demanding customers.
Currently works as a technical leader of a talented team of data scientists at Itau-Unibanco, the largest bank in Latin America.
My research includes the following:
#Deep Reinforcement Learning #Natural Language Processing #Intelligent Trading Systems
Published Articles
Intelligent Trading Systems: A Sentiment-Aware Reinforcement Learning Approach
6th International Conference on AI in Finance (ICAIF), 2021, pp. 1-8
Lima Paiva F.C., Felizardo L., Realli A., Bianchi R.
Expert Systems with Applications, v. 202, p. 117259
Felizardo, L. K.; Lima Paiva, F. C.; Costa, A. H. R.; Del-Moral-Hernandez, E.
Assessing Regression-Based Sentiment Analysis Techniques in Financial Texts
16th National Meeting on Artificial and Computational Intelligence (ENIAC), 2019
Ferreira, Taynan; Lima Paiva, F. C.; Silva, Roberto da; Paula, Angel de; Costa, Anna; Cugnasca, Carlos
Preprints
Reinforcement Learning Applied to Trading Systems: A Survey
Felizardo, L. K.; Lima Paiva, F. C.; Costa, A. H. R.; Del-Moral-Hernandez, E.