Running a Deep Neural Network inference directly on Sega Genesis.
Deep Steganography
A Deep Learning Steganography model to hide secret images within covers, making it impossible to be deciphered by the naked eye.
Political Bias
A Transformers-based model that classifies the political bias of Brazilian Portuguese tweets as either conservative, liberal, or neutral.
Clickbait Spoilers
Fine-tuning OpenAI's GPT-3 to generate clickbait spoilers on social media.
Doodle Recognition
Training a Deep Neural Network to classify hand draw doodles.
dota2gsipy
A Python library to interface the Game State Integration in Dota 2.
Games
Haenyeo
Haenyeo was inspired by the traditional female divers of Jeju Island, South Korea. Nokia 3310 Jam 7 Submission.
Kites!
Kites! is an infinite scroller about where you fly over the skies trying to survive. Made in collaboration with friends. 3rd place at the Gato Game Quest contest (Sports).
About
Work Experience
Mar, 2024 – Current: Advanced Machine Learning Engineer - LOKA;
Aug, 2019 – Jun, 2022:
Data Analyst - E-commerce at americanas s.a.;
Mar, 2019 - Aug, 2019: IT Intern - E-commerce at americanas s.a.;
Dec, 2018 – May, 2019:
Researcher - Economics at Instituto Brasileiro de Economia - FGV.
Education
Jun, 2022 - Jun, 2025 (not completed):
Msc. Systems Engineering and Computer Science. Universidade Federal
do Rio de Janeiro - UFRJ;
Fields of research: Machine Learning, Natural Language Processing & Games;
Nov, 2016 - Nov, 2021:
BSc. Statistics. Universidade Federal Fluminense - UFF;
Relevant coursework: Statistics, Probability, Linear Algebra & Machine
Learning.
Conferences and Publications
SANTOS, D.; COSTA, F.; PARREIRAS, M. V.; XEXÉO, G.; MAGALHÃES, M.
F.. "Ecopolis: Merging Competition and Sustainability Education in an
Resource Management Game". In: Anais do Simpósio Brasileiro de Jogos e
Entretenimento Digital (SBGames), 2023, Rio Grande;
PASSOS, L. F. C. ; SANTOS, D.; OLIVEIRA, L. S.; MIZUNO, G. P. C.
S.. "Twittadas Presidenciais: Análise dos tweets do atual e alguns ex
presidentes do Brasil". In: Anais do Seminário Internacional de
Estatística com R IV, 2019, Niterói.
