I started studying as a PhD Candidate in August 2024. My main research areas are machine learning and human-computer interaction. Previously I have worked as a Research Assistant for three years in Turkey. During my MS Thesis, I conducted human activity recognition on IMU data with federated learning. Currently, I am part of the ECOLOGIC project, mainly focusing on increasing the work health and safety of construction site workers using wearables and applying machine learning.
Organisations
My main research areas are machine learning and human-computer interaction. During my MS Thesis, I conducted human activity recognition on IMU data with federated learning. Currently, my research focuses on increasing the work health and safety of construction site workers using wearables and applying machine learning.
Research profiles
During my three years as a Research/Teaching Assistant in Turkey, I have assisted in the following courses:
- Fundamentals of Software Engineering,
- Project Development in Software Engineering
- Operating Systems,
- Digital Systems
- Data Structures and Algorithms
- Introduction to Database Systems
Working as a part of the ECOLOGIC project, my aim would be to help construction workers work in a safer environment with leash health risks, using wearables and machine learning approaches.
Address
University of Twente
Zilverling (building no. 11), room 5006
Hallenweg 19
7522 NH Enschede
Netherlands
University of Twente
Zilverling 5006
P.O. Box 217
7500 AE Enschede
Netherlands
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