Caio Souza Email & Phone Number

São Paulo, São Paulo, Brasil

Research on financial portfolio optimization using machine learning strategies, particularly reinforcement learning.

São Paulo

As responsible for the 2D autonomous soccer simulation team, I've worked in the development of new intelligent algorithms in multiagent systems, in the research on Machine Learning (in particular, reinforcement learning and deep learning) and in the creation of automated test scripts. With this team, I was able to win two national competitions and.

São Paulo, São Paulo, Brazil

I was responsible for the analysis and development of multiple customer segmentations based on their registration and behavioral data to identify possible fraudulent behaviors. The new segmentations were more efficient than the old methods used by the bank.

São Paulo, São Paulo, Brasil

I developed a data quality system that allows the data scientists, engineers and analysts to have a scalable, customizable and fast way to guarantee and verify the quality of tables of data.

São Paulo

I worked on the development of the enterprise's back end services and refactored the authentication system. This refactoring brought better stability and security to the authentications and enabled the implementation of new technologies.

Master Of Science, Computer Engineering, A

Research aiming to evaluate the effectiveness of machine learning techniques in autonomous systems for stock portfolio optimization. The.

Bachelor'S Degree, Computer Engineering, 8.8

Activities and Societies: Member of the ThundeRatz robotics team, student in the Engineering research module (pre-master's). Final course.