Educational Technology
Designing technologies that improve learning, teaching, accessibility, and educational experience, including generative AI in education and ICT for resource-constrained contexts.
- Generative AI
- Accessibility
- ICT
Hello, I'm
PhD Candidate in Informatics · Multimodal AI · Learning Analytics · Educational Technology · Wearable & Ubiquitous Sensing
My research develops reliable self-supervised multimodal AI for wearable sensing. I work with physiological and behavioral signals to infer cognitive and learning-related states, and I study how these models can stay useful when information is missing, noisy, or redundant.
I apply this work to educational technology and multimodal learning analytics: methods that support real learning settings, where wearable, interaction, and sensor data are often incomplete or uneven.
"Indeed, in the creation of the heavens and the earth and the alternation of the day and night there are signs for people of reason."
إِنَّ فِي خَلْقِ السَّمَاوَاتِ وَالْأَرْضِ وَاخْتِلَافِ اللَّيْلِ وَالنَّهَارِ لَآيَاتٍ لِّأُولِي الْأَلْبَابِ
Quran, Surah 3 (Ali 'Imran), verse 190
2026
Research
Designing technologies that improve learning, teaching, accessibility, and educational experience, including generative AI in education and ICT for resource-constrained contexts.
Combining gaze, physiology, wearables, and interaction logs to model engagement, cognition, communication, and learning.
Learning representations from unlabeled physiological and wearable data, where large labeled multimodal datasets are expensive to collect.
Sensing behavior and cognitive or physiological states in natural environments.
Designing AI around people: context-aware, data-efficient, and usable in the settings where humans actually learn and interact.
Keeping multimodal inference robust when sensing is missing, noisy, or redundant, and using only the modalities that are actually needed.
Supporting organizations through enterprise digital transformation and the design of management software and information systems that help businesses operate, grow, and work more effectively.
Research Collaboration
I welcome collaborations that combine AI methods with real-world human and learning data: wearable sensing experiments, multimodal datasets, learning environments, and cross-institutional studies. I also work with organizations on digital transformation and management software.
Current
Latest
Whether it's a research collaboration, a project idea, or just a hello — I'd love to hear from you.