Gabriel Campero Durand
M.Sc. Gabriel Campero Durand
Institut für Technische und Betriebliche Informationssysteme (ITI)
AG Datenbanken & Software Engineering
AG Datenbanken & Software Engineering
Universitätsplatz 2,
39106, Magdeburg,
G29-108
Gabriel Campero Durand is a PhD student and associated researcher at the Databases and Software Engineering group of the Otto-von-Guericke University of Magdeburg.
He received his M.Sc. degree in Data and Knowledge Engineering at the University of Magdeburg in 2017. Before his current role he worked with IBM Research, and IBM Cloud Availability Monitoring in Boblingen.
His research focuses on production-ready applications of AI techniques to data management, with a focus on deep reinforcement learning.
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- Learning-augmented (& production-ready) solutions for data management
- Data partitioning
- Join order optimitzation (cardinality estimation and plan-space search improvements)
- ...
- Management of machine learning in production
- Safety
- Interpretability
- Tooling
- Curricula design and sample efficiency
- Data management for ML
- ...
- Network analysis