CV

Education

• B.Sc. in Electrical and Electronics Engineering Department, Bilkent University, 2019-2024.

Work experience

• December 2021 - present: Machine Learning Researcher
  • DataBoss Security & Analytics
  • Duties included: Working on sequential data to build state-of-the-art Machine Learning algorithms using Python. Publishing academic papers.
  • Supervisor: Prof. Dr. Suleyman Serdar Kozat
• August, 2021: Machine Learning Intern
  • DataBoss Security & Analytics
  • Duties included: Practicing Machine Learning techniques on time series and Spatio-Temporal data using Python. Professional presentation.
  • Supervisor: Prof. Dr. Suleyman Serdar Kozat
• Jun 2021: Algorithm Design Engineering Intern
  • ASELSAN
  • Duties included: Using different tools and methods for detecting the geolocation of radars using warfare systems in MATLAB. Professional presentation.
  • Supervisor: Mustafa Atahan NUHOGLU

Skills

• Programming Languages:
  • Python
  • VHDL
  • MATLAB
  • Assembly 8051
• Frameworks:
  • Pytorch
  • Tensorflow
  • Scikit-learn
• Electronics
  • LTSpice
  • Proteus
  • DipTrace
• Languages:
  • Turkish
  • English (TOEFL IBT score: 100/120)
  • German (beginner)
• Others:
  • Git
  • LaTex
  • MS Office applications

Publications

Hierarchical Ensemble-based Feature Selection for Time Series Forecasting

A. Tumay, M. E. Aydin, A. T. Koc, S. S. Kozat. " Hierarchical Ensemble-based Feature Selection for Time Series Forecasting." Machine Learning. Submitted, 2023. (doi:10.48550/arXiv.2310.17544)