Navdar Karabulut

• I analyzed and processed complex data sets using visualization and analytics tools. • I developed ML algorithms for classification and detection by extracting content from images and texts using various technologies, including DL, neural networks (CNN and RNN), and OCR. • I trained and evaluated object detection algorithms with CNN architecture (Faster RCNN) for building plans. • I designed and evaluated ML algorithms to predict failures of train components.

• I conducted extensive research on Monte Carlo Markov Chain (MCMC) methods for image registration. • I implemented a new algorithm for image registration in MATLAB, and we published a conference paper.

• I examined an Anisotropic Diffusion filter called ADMSS for ultrasound images. • I generated the algorithm of ADMSS in MATLAB, and I tested it with different medical images.