Education

• Sep 2022 - Aug 2025

  MSc in Machine Learning Engineering

  Drexel University

  Philadelphia, PA

  ---

• Sep 2018 - Jun 2022

  BSc in Electronics and Communications Engineering

  Izmir Institute of Technology

  Izmir, Turkey

  ---

Experiences

• Jun 2021 - Jul 2022

  Research Assistant

  Visit Website

  MIRALAB, Izmir Institute of Technology

  Izmir, Turkey

  ---

• Sep 2021 - Jul 2022

  Part Time ML Engineer

  Visit Website

  Adesso Turkey

  Istanbul, Turkey

  ---

Last publications

• Intensity and Phase Stacked Analysis of a Φ-OTDR System Using Deep Transfer Learning and Recurrent Neural Networks

  Authors: CE Kayan, K Yuksel Aldogan, A Gumus

  Applied Optics 62 (7), 1753-1764 • 2023

  Read Paper

• Adaptive resizer-based transfer learning framework for the diagnosis of breast cancer using histopathology images

  Authors: O Duzyel, MS Catal, CE Kayan, A Sevinc, A Gumus

  Signal, Image and Video Processing 17 (8), 4561-4570 • 2023

  Read Paper

• Deep reproductive feature generation framework for the diagnosis of COVID-19 and viral pneumonia using chest X-ray images

  Authors: CE Kayan, TE Koksal, A Sevinc, A Gumus

  Arxiv • 2022

  Read Paper

Skills