CV

Education

• Ph.D. in Informatics, ETH Zurich, 2028 (expected)
• M.S. in Informatics, Technical University of Munich, 2022
• B.S. in Computer Engineering, Bogazici University, 2019

Work experience

• April - September 2021: Machine Learning Engineer Intern, Apple
• October 2019 - February 2021: Data Scientist - Working Student, Siemens Analytics Lab
• November 2018 - October 2019: Junior Data Scientist, Global Maksimum Data & Information Tech.

Publications

Dental enumeration and multiple treatment detection on panoramic X-rays using deep learning

Graph2Pix: A Graph-Based Image to Image Translation Framework

LatentCLR: A Contrastive Learning Approach for Unsupervised Discovery of Interpretable Directions

Object-aware Monocular Depth Prediction with Instance Convolutions

Fantastic Style Channels and Where to Find Them: A Submodular Framework for Discovering Diverse Directions in GANs

LatentSwap3D: Semantic Edits on 3D Image GANs