Silverio Juan Martinez Fernandez

Silverio Juan Martinez Fernandez is a Professor at the Universitat Politècnica de Catalunya (UPC), affiliated with the Barcelona School of Informatics (FIB) and the Department of Service and Information Systems Engineering. He is a core member of the inSSIDE and GESSI research groups. His expertise spans Empirical Software Engineering, Green AI, MLOps, and Software Analytics.

Education:

• Bachelor's in Computer Engineering
• PhD from UPC in Software Engineering
• Master's in Computing

Research Interests: Focuses on sustainable AI practices, energy-efficient ML systems, and MLOps education. He investigates architectural design for green AI, energy labeling tools for ML models, and agile software development methodologies. His work bridges theoretical research and industrial applications, emphasizing data-driven decision-making.

Grants & Collaborations: Leads projects like Green AI-Based Systems Architecture and Q-Rapids, funded by national and EU programs. Collaborates with institutions like Softeam and industry partners to apply software analytics in real-world scenarios.

Labs & Teams: Coordinates the inSSIDE group, focusing on integrated software and data engineering. Active in organizing conferences like GREENS and ESEM, and co-develops tools like Skuld for technical debt management.