I received my B.Sc. degree in Computer Engineering from Boğaziçi University. Currently, I am a Ph.D. candidate for Computer Science and Engineering at Koç University and I am a Ph.D. fellow at Koç University İşbank AI (KUIS AI) Research Center. Furthermore, I am a member of Machine Learning Information Processing (MLIP) research group led by my Ph.D. advisor Zafer Doğan.
My research mainly focuses on the theory of machine learning in high dimensions, which involves mathematical analysis of machine learning problems in high-dimensional scenarios. As a recent example, our work titled "Asymptotic Analysis of Two-Layer Neural Networks after One Gradient Step under Gaussian Mixtures Data with Structure" has been accepted to ICLR 2025.