Mubina Kamberović
Ph.D. Candidate, Faculty of Electrical Engineering, University of Sarajevo
About
I am currently a PhD student at the Faculty of Electrical Engineering at the University of Sarajevo, where I focus on AI-Assisted Learning. Alongside my studies, I work as an MLOps / ML engineer at Starbyte in Sarajevo.
Education
- Ph.D. in Computer Science (ongoing), University of Sarajevo
- M.Sc. in Computer Science, University of Sarajevo
- B.Sc. in Computer Science, University of Sarajevo
Research Interests
- AI-assisted learning
- Personalized and adaptive learning systems
- Educational data mining
- User modeling
Experience
MLOps/ML Engineer
Starbyte, Sarajevo
2025 - Present
Software Engineer
Olivebh, Sarajevo
2021 - 2025
Teaching Assistant
Faculty of Electrical Engineering, University of Sarajevo
Course Introduction to Programming - 2023, 2024
Publications
Sentence Encoder-Based Clustering Method for Modeling Students’ Learning Programming Behavior
Mubina Kamberović, Amina Mević, Senka Krivić. ACM UMAP '25
Investigating AI in Programming Education: Self-Reported AI Usage, Individual Traits, and Learning Outcomes
Mubina Kamberović, Amra Delić, Senka Krivić. ACM UMAP '25 Adjunct
Personalized Learning Systems for Computer Science Students: Analyzing and Predicting Learning Behaviors Using Programming Error Data
Mubina Kamberovic, Senka Krivic, Amra Delic, Sandor Szedmak, Vedran Ljubovic. ACM UMAP '23 Adjunct
Talks & Presentations
- October, 2024: Gave a talk on using machine learning methods to predict students' compiler errors at the CAIDAS-Workshop: "AI for Software Engineering" in Würzburg, Germany.
- June, 2023: Presented the paper "Personalized Learning Systems for Computer Science Students: Analyzing and Predicting Learning Behaviors Using Programming Error Data" at the poster session at the UMAP conference in Limassol, Cyprus.