Position: Data Scientist
Category: Data Science
English level: upper
Years of experience: 11

Doctor of Technical Sciences in Diagnosis of Materials And Structures. The topic of the doctoral dissertation: "The development of optical imaging analysis methods of homogeneity on the surface material for monitoring the technical condition of the objects"

PhD in Information Technology. Dissertation topic: "Structurally invariant algorithms for formal image description"
2019-Present
Head of the Image Decryption Laboratory of Karpenko Physico-Mechanical Institute of The NAS of Ukraine, Lviv.
Development of the remote sensing image analysis methodology to monitor the state of natural and physical objects using convolutional neural networks and marked random point fields

2006-2018
Senior Research Scientist of the Department of Remote Sensing Information Karpenko Physico-Mechanical Institute of the NAS of Ukraine.
Performed research of study topics to increase knowledge and to provide state-of-the-art contributions.
Created annual research plans, and cultivated research vision.
Wrote over 60 research papers, reports and summaries on the problem of improving the efficiency of the optical control methods.
Developed numerous computer vision methods for the detection and quantitative description of observed objects.
Developed statistical models of physical processes in the operation of materials.
Supervised junior technicians and scientists.

2020-Present 
Professor of the Department of Artificial Intelligence Lviv Polytechnic National University.
Developed lectures and course content to achieve student-centred learning for the subjects "Information Theory", "Machine Learning", "Image Processing with Artificial Intelligence", "Artificial Intelligence in Gaming Applications".
Created syllabus and instructional plans for each class session in accord with stated course objectives.
Participation in projects, a significant part of which is research or application of advanced scientific developments