Machine Learning Researcher
CurrentResearch on financial portfolio optimization using machine learning strategies, particularly reinforcement learning.
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Caio Souza is listed as Machine Learning Researcher | Robotics | Data Science at Centro de Ciência de Dados - C2D, based in São Paulo, São Paulo, Brazil. AeroLeads shows a matched LinkedIn profile for Caio Souza.
Caio Souza previously worked as Machine Learning Researcher at Centro De Ciência De Dados - C2D and Robotics Engineer at Thunderatz Robotics Team. Caio Souza holds Master Of Science, Computer Engineering, A from Escola Politécnica Da Usp.
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Computer Engineer graduated from Escola Politécnica of Universidade de São Paulo. I have been passionate about technology since I learned to program as a teenager.During my undergraduate studies, I actively worked with robotics, developing applications for multi-agent systems, embedded systems, and control systems. This involvement enabled me to participate in international robotics competitions and win two national competitions. Additionally, I have experience in back-end development, data science, and data engineering, having designed and developed a data quality application for a major Brazilian bank.Currently, in pursuit of my master of science degree, I am conducting research on machine learning applied to financial markets. I also maintain an interest in robotics, multi-agent systems, and data science.
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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.
Research aiming to evaluate the effectiveness of machine learning techniques in autonomous systems for stock portfolio optimization. The.
Activities and Societies: Member of the ThundeRatz robotics team, student in the Engineering research module (pre-master's). Final course.
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Caio Souza works for Centro de Ciência de Dados - C2D.
Caio Souza is listed as Machine Learning Researcher | Robotics | Data Science at Centro de Ciência de Dados - C2D.
Caio Souza is based in São Paulo, São Paulo, Brazil while working with Centro de Ciência de Dados - C2D.
Caio Souza has worked for Centro De Ciência De Dados - C2D, Thunderatz Robotics Team, Btg Pactual, and Enline.
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Caio Souza holds Master Of Science, Computer Engineering, A from Escola Politécnica Da Usp.
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