education
Phd Computer Engineering, Artificial intelligence @ University of Sao Paulo (USP),
2016-2022
In my Ph.D. thesis, I proposed something similar to a complex ensembling method, which was
focused on the automatic selection of evolutionary algorithms, at execution time.
This approach aimed to find solutions for different multi-objective optimization problems
(which are harder to deal with),
such as multi-objective linear regression, vehicle routing problems, and other mathematical
optimization;.
For more details, please take a look at my Ph.D. thesis (In English) Using multi-agent systems and social choice theory to design
hyper-heuristics for multi-objective optimization problems.
Master in Computer Science @ Federal University of Parana (UFPR), 2014-2015
My research entitled "Uma hiper-heurıstica de seleção de meta-heurısticas para estabelecer
sequências de módulos para o teste de software" applied Choice Function and
Multi-Armed Bandit selection methods to design a hyper-heuristic to find solutions for the
Class and Aspect Integration Test Order, a multi-objective problem studied in Software
Engineering.
Bachelor degree in Information Technology @ University of Western São Paulo, 2009-2012
Collegiate member in 2011 and 2012. Student monitor in the disciplines Algorithms and
Programming Techniques I and II, Logic , Computer Lab II , Data Structures I and Programming
Language I. Even always working I had performed well during my course , and when I concluded
I was considered an outstanding student .
Experience
Postdoctoral Researcher @ University of Sao Paulo (USP)
2023
Apply artificial intelligence in order to optimize cloud architecture in terms of costs and performance;
Apply artificial intelligence aiming to improve pod allocation in Kubernetes nodes;
Co-advise graduate students.
Back-end Software engineer @ Carta HealthCare
2021-2023
Improved data processing speed by employing multi-thread techniques (vectorization) making
the system able to process millions of rows of data;
Improved the continuous delivery by updating Docker Files and Jenkins Files
Reorganized an old Java project to be in a Docker;
Improved Java/Python code performance by employing profiling techniques;
Create Shell scripts for Continuous delivery on AWS EC2 machines.
Machine Learning/Software @ Magote.com
2020-2021
Client and product segmentation using clustering techniques
Text processing using NLTK to improve product search autocomplete
Develop a product recommendation system using social choice techniques
REST webservice developer
Doctoral Fellow @ UoN
2018-2019
Research Visitor at the University of Nottingham (CAPES PDSE scholarship).
Doctoral Fellow @ USP
2016-2020
Doctoral Student at the University of São Paulo (CNPq scholar).
Masters Fellow @ UFPR
2015
Masters Student at the Federal University of Parana (CAPES scholar).
Full-Stack Web Developer @ RevendaMais
2014
PHP (with CodeIgniter) development coding systems and REST APIs, Front-end development with
jQuery, PostgreSQL database management (creating procedures, views and triggers), and
third-level support.
Full-Stack Web Developer @ Magote.com
2011-2014
PHP (CodeIgniter) and Java EE (JSF and JSP) development, Apache Webserver management,
Front-end development (HTML, CSS and jQuery), and second level support.
Junior Web Developer @ WebLibre
2011
PHP, WordPress and Joomla development
