About
I'm an M.Sc. student in Computer Science at Istanbul Technical University (İTÜ), working across deep learning, machine learning, and artificial intelligence, with a particular interest in natural language processing, especially large language models (LLMs), and computer vision. A growing focus of my work is trustworthy AI: understanding how models fail, how to make them more robust and reliable, and how to evaluate them honestly rather than just chasing benchmark numbers. I'm currently preparing to apply for PhD programs, where I hope to deepen this research into a longer-term direction and contribute new ideas to the field.
Deep Learning
Neural architectures, representation learning, optimization
Machine Learning
Statistical learning, model evaluation, generalization
AI
LLMs, reasoning, decision-making, intelligent systems, multilingual models
Computer Vision
VLMs, VLAM, multimodal learning