Research output per year
Research output per year
Personal profile
Research interests
Scientific Programmer at the Jheronimus Academy of Data Science (NL), working on the MARIT-D European project. PhD candidate at the University of São Paulo (BR), researching MLOps and SE4AI. Former Principal ML Engineer at Elo7, delivering AI solutions into production. Co-founder and current advisor of CodeLab, an inter-university group whose goal is to help tech students become professional software engineers. Hackathon enthusiast who idealized HackathonUSP / InterHack, the biggest university hackathon in Brazil. During leisure time, game master (GM) for a Dungeons and Dragons (D&D) homebrew campaign, with >140 sessions (>420 hours) of play since 2020.
Education/Academic qualification
Computer science, Master’s Degree, An Integrated Implementation of Probabilistic Graphical Models, University of São Paulo
Mar 2016 → Jun 2020
Award Date: 29 Jun 2020
Computer science, Bachelor’s Degree, Refactoring of the ToPS Framework of Probabilistic Models, University of São Paulo
Mar 2012 → Dec 2015
Award Date: 19 Feb 2016
External positions
PhD Candidate, Universidade de São Paulo
16 Dec 2020 → …
Keywords
- MLOps
- Machine Learning Engineering
- Software Architecture
- Software Engineering
- SE4AI
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Collaborations and top research areas from the last five years
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Being Agile in a Data Science Project
Ferreira, R. C., Alves, I., Alves, S. & Goldman, A., 28 Dec 2023, Agile Processes in Software Engineering and Extreme Programming – Workshops.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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SPIRA: Building an Intelligent System for Respiratory Insufficiency Detection
Ferreira, R. C., Gomes, D., Tamae, V., Wernke, F. & Goldman, A., 4 Oct 2022, Anais do II Workshop Brasileiro de Engenharia de Software Inteligente (ISE 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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A Metrics-Oriented Architectural Model to Characterize Complexity on Machine Learning-Enabled Systems
Ferreira, R. C., 27 Apr 2025, CAIN 2025: IEEE/ACM 4th International Conference on AI Engineering–Software Engineering for AI. p. 256-260 4 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
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Early detection and prevention of dementia: An AI-driven multimodal approach
Huang, A., Manias, G., Cordeiro Ferreira, R., Sangiovanni, M., Borovits, N., Tamburri, D., Ntanasi, E., Scarmeas, N. & van den Heuvel, W.-J., 23 Jun 2025, Artificial intelligence applications and innovations. AIAI 2025 IFIP WG 12.5 International Workshops: MHDW 2025, ΑΙ4GD 2025, and SilverTech 2025, Limassol, Cyprus, June 26–29, 2025, Proceedings, Part II. Papaleonidas, A., Pimenidis, E., Papadopoulos, H. & Chochliouros, I. (eds.). Cham: Springer Cham, p. 199-212 14 p. (IFIP Advances in Information and Communication Technology (IFIPAICT); vol. 754).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Scientific › peer-review
Open AccessFile -
Exploring Micro Frontends: A Case Study Application in E-Commerce
Kojo, R. H. H., Real, L. F. C., Ferreira, R. C., Rosa, T. D. O. & Goldman, A., 5 Sept 2025, Software Architecture: ECSA 2025 Tracks and Workshops. Vol. 15982. p. 187-201 ( Lecture Notes in Computer Science; vol. 15982).Research output: Chapter in Book/Report/Conference proceeding › Chapter › Scientific › peer-review