$cat ./cv.md

Curriculum.

Highlights from my CV: data engineering, AI research and teaching, with software engineering along the way.

10+
years of professional experience in research, data engineering and software development
7
years teaching at university
3
years of team leadership

$ skills

data engineering: ETL pipelinesdata fusiondata cleaning at scaleAPISQLMySQLParquetpandasNumPy
machine learning: PyTorchTensorFlowscikit-learnXGBoostLightGBMTransformersGNNscomputer visionpattern recognitionMLOps
HPC: CUDAOpenMPLUMI
LLMs and AI agents: Hugging FaceRAGOllamamulti-agent systemsLLM-as-judge
software engineering: PythonC/C++C#design patternsDockerCI/CDFastAPIDjangoheadless WordPressLinux

PhD in AI and Communications Systems
University of Oulu, Finland · 2024 – now
thesis: Predictive Maintenance and Data Fusion for Logistics in Remote Areas
An AI-driven predictive maintenance framework for remote northern logistics, using Finland's railway system as the main case study. It integrates images, sensor readings and telemetry.
MSc in Electrical Engineering
Federal University of Santa Maria, Brazil · 2016
AI and embedded systems
thesis: Non-intrusive Recognition of Electrical Equipment Using Vector Projection
Used pattern recognition to identify which household appliances are running from a single electrical measurement point.
BSc in Electrical Engineering
Federal University of Santa Maria, Brazil · 2014
Electronics and computer engineering · internship at Fraunhofer IZM, Berlin, Germany