Felipe Merenda Izidorio
PhD Student · Research Fellow · CeDRI, Universidade Politécnica de Bragança
PhD student in Intelligent Systems Engineering and Research Fellow at UPB, Portugal. I work on Machine Learning and AI research, with a focus on applied ML systems and MLOps. I also explore reinforcement learning and multi-agent systems as part of my research work. Here I write about what I'm learning, share projects, and document the process.
Ph.D. in Intelligent Systems Engineering
UPB · Universidade Politécnica de Bragança
M.Sc. in Informatics
UPB · Universidade Politécnica de Bragança
B.Sc. in Computer Science
UTFPR · Universidade Tecnológica Federal do Paraná
GitHub
Email
Tools & Technologies
Python 
PyTorch 
Scikit-Learn 
Pandas 
Unity ML-Agents Featured projects
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Cypher MAS
A hierarchical multi-agent system that detects hidden correlation patterns to collaboratively diagnose defects in industrial processes.
Python SPADE MongoDB DockerRepository ↗ -
Stock Forecast
End-to-end machine learning pipeline for stock market forecasting, with automated data ingestion, model training, experiment tracking, and scheduled retraining.
Python Apache Airflow MLflow DVC FastAPI DockerRepository ↗