Konstantinos Roumpas is a PhD candidate at the Department of Computer Engineering and Informatics at the University of Patras, specializing in Human–Computer Interaction (HCI) and Cognitive-Aware Adaptive Learning Systems. His research focuses on integrating artificial intelligence and multimodal sensing (e.g., eye-tracking, physiological signals) into educational platforms to model cognitive states and personalize the learning experience.
Holding a BSc in Physics from Aristotle University of Thessaloniki, he combines a strong foundation in computational thinking with a passion for user-centered educational design. His work explores the intersection of machine learning, UX design, and cognitive modeling, developing frameworks that guide how biometric and behavioral data can ethically and effectively inform system-level adaptation in learning technologies.
He has co-authored multiple peer-reviewed publications on topics such as eye-tracking for cognitive load assessment, real-time translation support via gaze, and neural models for predicting gaze behavior. Konstantinos has also contributed to the design and development of over 50 educational games and tools across various EU-funded research projects.
In addition to his academic pursuits, Konstantinos actively contributes to the open-source community and advocates for inclusive design in learning technologies. His interdisciplinary expertise bridges technical development, educational theory, and ethics in AI.