Ekaterina Shved

Ekaterina Shved is a Researcher at the Machine Learning for Education Laboratory (ML4ED) within the College of Engineering at the Swiss Federal Institute of Technology Lausanne (EPFL). She is also a doctoral student in the Doctoral Program in Learning Sciences (EDLS). Her work bridges computer science and educational research, focusing on the application of machine learning to enhance learning outcomes. She can be reached via email at kate.kutsenok@epfl.ch and is based in the INF 216 office at Station 14, Lausanne, Switzerland.

Her research interests include:

• Machine learning algorithms for educational data analysis
• Intelligent tutoring systems
• Computational approaches to pedagogical theory
• Technology-driven learning innovations
• Human-computer interaction in educational contexts

Ekaterina contributes to the ML4ED laboratory’s efforts to develop adaptive learning platforms and data-driven educational strategies.