Elena Márquez
Machine learning for education researcher
About
Studies how machine learning can surface struggling students earlier without profiling them.
Affiliation
per ORCID record
Published work
- Early signals without profiling: machine learning education at scale (2025)
Paper
Predicting which students need support using only coursework artefacts, never demographics.
Research interests
- Software and applications development and analysis
- Artificial Intelligence