Academic and Professional Profile
- Current Position: Undergraduate in Software Engineering, University of Brasília.
- CEDIS Participation: PIBIC undergraduate research advisee of Prof. Sergio Freitas in the Canal Ciência Project ; also works on the Predictive framework for student engagement and performance project.
Research Lines
- Gamification
- Learning analytics
- Machine learning applied to education
Research Projects
Publications 5
Sergio Antônio Andrade Freitas, Mylena Angélica S. Farias, Cristiane S. Ramos, Marcus Vinícius Paiva Martins, Juan Mangueira Alves, Leda Cardoso S. Pinto
Crafting Personalized Learning Environments Through Motivational Profiling
Conference paper • 2024
Cristiane S. Ramos, Mylena Angélica S. Farias, Sergio Antônio Andrade Freitas, Marcus Vinícius Paiva Martins, Juan Mangueira Alves, Leda Cardoso S. Pinto
A Process to Identify Players’ Motivational Profiles for Designing a Gamification Project
Conference paper • 2024
Geovanna Maciel Avelino da Costa, Mylena Angélica Silva Farias
Atloria: A Gamified Platform for Data Structure Visualization in Augmented Reality
Undergraduate thesis • 2026
Cristiane Soares Ramos, Sergio Antônio Andrade de Freitas, Mylena Angélica Silva Farias, Wildemberg Sales da Silva Junior, Marcus Vinícius Paiva Martins, Leda Cardoso S. Pinto
Gamifying Science Communication: An Experience Report of Jornada Galáctica at Canal Ciência
Conference paper • 2026
Sergio Antônio Andrade de Freitas, Daniel Rodrigues da Rocha, Davi Rodrigues da Rocha, Mylena Angélica Silva Farias
A Motivation-Aware Diagnostic Instrument for Personalized and Gamified Computing Education
Conference paper • 2026
Contact
- Professional Address: University of Brasília, Gama Campus (FCTE), Brasília - DF, Brazil.

