Since my bachelor’s degree I have focused my studies toward artificial intelligence and machine learning. During my studies I have gained good knowledge of machine learning methods that are used today and the understanding why they work as they do. After finishing my master’s thesis I started work at Department of Intelligent Systems, Jožef Stefan Institute, where my focus has changed toward deep learning. I began to work on activity monitoring and fall detection using state of the art deep learning architectures. The methods developed were used in an European H2020 – IN LIFE project, of which I became technical lead and later project manager under supervision of my mentor. The project has successfully finished in February 2018. Currently I have began work on a chat agent for Slovenian language, where I wish to achieve human levels interaction human-bot, for selected topics.
Master’s thesis: ECG analysis using Deep Learning
Bachelor’s thesis: Object search using mobile platform and RGBD camera