CV
Education
- B.S. in Electrical and Electronics Engineering, Middle East Technical University 2018
- M.S. in Electrical and Electronics Engineering, Bilkent University, 2022
- Ph.D in Computer Science, Virginia Tech, 2022 - now
Research interest
My research interests include decision-making, online learning, Bayesian optimization and their application to wireless networks and quantitative finance.
Research experience
2022-present: Member of Synergistic Networking And Intelligence Lab (SNAIL), work on efficient resource allocation strategies on wireless networks. Virginia Tech
- 2019-2022: Member of Cognitive Systems, Bandits and Optimization Lab
- Development of sample efficient, adaptive algorithms for multi-objective Gaussian process bandit problem.
- Research on sample efficient robust algorithms for multi-objective bandits with contaminated feedback.
- Advisor: Cem Tekin
- 2019-2021: Researcher, TUBITAK (Scientific and Technological Research Council of Turkey) 1003 Primary Subjects R&D Funding Program: Improving Quality and Efficiency of Clinical Processes by Learning
- Developement of computationally efficient kernel based learning algorithms for medical applications
Skills
- Programming languages:
- Python
- Java
- Matlab
- SQL