Murat Kocak Email & Phone Number

Leuven, Flemish Region, Belgium

Louvain, Flemish Region, Belgium

Research on classification and clustering of nanometric level scaled light distribution images from chip design in the field of photolithography. Running the autonomous operation on detection of transistors, leakage, and other components by computer vision and image processing techniques combined with Convolutional Neural Networks.Researched on improving the prediction accuracy and reducing the time cost of OPC simulation with GPU acceleration.Tech stack: Python - Tensorflow - Keras - MatPlotlib - Pandas - Numpy - Ubuntu

Nancy, France

Research on the mining of complex metabolomic data, where particularly developed feature selection operations and the comparison of several classification and clustering methods in machine learning for mining such numerical data.Tech stack: Python - Numpy - Pandas - Scikitlearn - Matplotlib - Tensorflow

Development of the web-based machine learning project for creating AI simulation of the rock stability computation, landslide probability and factor of safety. This project was developed with mining engineers in a multidisciplinary environment. Tech stack: PHP - JavaScript for web-side, Python - Weka for machine learning

Ankara, Turkey

Development of libraries for accelerating data analytics progress and implementation to the back-end web applications. Designed dynamic user and admin web panels.Tech stack: HTML - CSS - Javascript for the frontend, Java - Spring for the backend.

Doctor Of Philosophy - Phd, Computer Science

Master'S Degree, Computer Engineering