
I am an assistant professor at the Graduate School of Informatics, Middle East Technical University, where I conduct my research on developing optimal, safe and reliable AI systems. Previously, I was an assistant professor and faculty fellow at New York University, Courant Institute of Mathematical Sciences and a post-doctoral researcher at the University of Zürich, Institute for Computational Linguistics. I completed my Ph.D. on neural sequence modeling for applications in machine translation at the University of Trento, and I was also a visiting post-graduate research student at the School of Informatics, University of Edinburgh. In my master's degree in electrical engineering at the University of Leuven I developed analysis techniques with EEG for studying speech perception in the human brain. I am interested in a wide range of topics around self-supervised learning, representation theory, computational modeling of language, reasoning and the theory of mind. I am grateful that my research has been supported by research awards from Microsoft and Google. I am also a recipient of the 2025 TÜBİTAK 2232-A International Fellowship for Outstanding Researchers.
More details on my research can be found on my Google Scholar.
Important update:
I have fully funded (full-time or part-time) PhD and MSc positions available at my research group to study inter-disciplinary topics around accessible and interpretable AI. I am especially interested in students with multi-disciplinary backgrounds, including electrical/computer engineering, computer science, mathematics, physics, philosophy, linguistics, and related fields in humanities. Excellent programming and English communication skills are required, previous research experience and publications are preferred. Students enrolled in PhD programs at other departments at Middle East Technical University as well as other universities in Turkey or abroad, and students interested in collaborations with me in the form of visiting positions or internships are also welcome to inquire.
If you are considering starting a PhD you can also contact me to obtain more information on the graduate programs and how to join my group. More details on the graduate programs at the Departments of Information Systems and Cognitive Sciences can be found at the institute website.
If you are interested in working with me please feel free to inquire with your CV and a brief research statement through e-mail.
Teaching
- Fall 2025-2026 Machine Learning, Middle East Technical University
- 2023-2024 Foundations of Machine Learning, New York University
- 2021-2022 Introduction to Computer Science, New York University
- 2020-2021 Creation and Annotation of Linguistic Resources, University of Zurich
Current Students
- Ibrahim Ethem Deveci, PhD, Middle East Technical University
- Ilteris Bozkurt, PhD, Middle East Technical University
- Esra Erdogan, MSc, Middle East Technical University
- Kavsar Huseynova, Visiting student, Baku Higher Oil School