I am a senior year student in Electrical and Electronics Engineering at Bilkent University. At the same time I am conducting research on Artificial Intelligence and Reinforcement Learning. Swimming, squash and chess are among my hobbies.
Participated in autonomous systems team and worked with them. Developed several reinforcement learning algorithms and tested them in environments.
Participated in a group working on predictive maintenance project with concepts of DSP, ML, Real Time Stream Data. Designed special filters for noise cancelling and smoothing the real time signal retrieved from production machines. Designed filters to detect normal and defected products.
Increased the efficacy of ML algorithms used for estimating machine condition and maintenance time via feature extraction. Found the most eligible features through extracting features representing the condition of production machines. Java, MATLAB and several libraries are used.
Conducting research on Machine Learning, Artificial Intelligence and Reinforcement Learning.
GPA: 3.79/4.00
GPA: 97.97/100.00
Attending a course, I found out that I am interested in squash. I was an active member in Bilkent Coffee Club. Albeit not regularly still attending some of the workshops. Apart from that I voluntarily have translated several articles into Turkish for a popular science website.
I am a zealous reader, I am thrilled by 19'th century Russian literature. I am spending considerable time on contemplating the common and contrastive concepts in reinforcement learning and the process of decision making. I am also intrigued by psychology, especially social psychology.