Bruno Filipe Martins Fernandes
AI researcher, university lecturer, and founder & CEO
Braga, Portugal
Summary
Established AI/ML researcher with a strong academic publication record and doctoral training in artificial intelligence. google+1
Active university teacher who lectures on artificial intelligence and data science at the University of Minho and supervises graduate students. uminho+1
Founder and CEO of PluggableAI, building non-intrusive sensorization and mobile AI products for fan engagement, commercialization of research through SDKs and platform products. pluggableai+2
Applies machine learning to real-world problems (smart cities, wastewater treatment, road safety, affective computing) and develops open tools for research (e.g., MorphData). uminho+1
Work
Education
Projects
Writing
A Multi-Agent System for Automated Machine Learning
January 1, 2022Conference paper presenting a multi-agent system architecture to automate machine learning tasks (AAMAS proceedings).
MorphData: Automating the data extraction process of morphological features of microglial cells in ImageJ
January 1, 2022Journal article / research software describing an automated pipeline/plugin to extract morphological features from microglial cell images.
Benchmarking Data Augmentation Techniques for Tabular Data
January 1, 2022Book chapter evaluating data augmentation methods for tabular datasets and their impact on machine learning performance.
Forecasting Energy Consumption of Wastewater Treatment Plants with a Transfer Learning Approach for Sustainable Cities
January 1, 2021Journal article applying transfer learning techniques to forecast energy consumption in wastewater treatment plants, aimed at sustainable city applications.