• Parallel computing
• High-performance computing (HPC)
• General-purpose computing on graphics processing units (GPGPU), CUDA
• Image Processing, Image Analysis and Image Recognition
• Machine Learning and Deep Learning
• Databases, Distributed databases, Blockchain, Web3

• Data and knowledge bases (IST)
• Deep Learning Tools (SE)
• Machine Learning Systems (IST)
• Machine Learning Tools (SE)
• Organization of databases and knowledge (CS)
• Programming on GPGPU (HPC)
• Data processing systems (IST)
• Modern cloud services and computing (CS)

1. V. O. Parubochyi and R. Ya. Shuwar, “Performance Evaluation of Self-Quotient Image Methods,” Ukrainian Journal of Information Technology, vol. 2, no. 1, pp. 8-14, 2020.
2. V. Parubochyi and R. Shuvar, “Normalization Modifications for Fast Self-Quotient Image Method,” in Proceedings of the XIth International Scientific and Practical Conference “Electronics and information technologies” (ELIT-2019), Lviv, Ukraine, September 16-18, 2019, pp. 179-182.
3. V. Parubochyi and R. Shuwar, “Fast self-quotient image method for lighting normalization based on modified Gaussian filter kernel,” The Imaging Science Journal, vol. 66, no. 8, pp. 471-478, 2018.
4. V. Parubochyi, R. Shuwar, and D. Afanassyev, “Spectrum transformation of the restored signal with regular and irregular sampling,” Electronics and information technologies, Issue 9, pp. 78-85, 2018.
5. V. Parubochyi and R. Shuvar, “Comparison of Multi-Object Recognition Models,” in Proceedings of the Xth International Scientific and Practical Conference “Electronics and information technologies” (ELIT-2018), Lviv-Karpaty village, Ukraine, August 30 – September 2, 2018, pp. 98-101.
6. V. O. Parubochyi and R. Y. Shuwar, [Ukrainian] “Spectral approach for the template segmentation and object search,” Electronics and information technologies, Issue 8, pp. 93-101, 2017.
7. V. O. Parubochyi and R. Y. Shuwar, [Ukrainian] “Realization of the hybrid architecture of cluster computing,” The Journal of Lviv Polytechnic National University “Information Systems and Networks”, vol. 854, pp. 108-118, 2016.
8. V. Parubochyi, R. Shuwar, and D. Afanassyev, “Image upsampling with randomized interpolation,” Electronics and information technologies, Issue 5, pp. 175-184, 2015.

In 2010-2015 studied at the Faculty of Electronics of the Ivan Franko National University of Lviv on specialization in Information Technology Design and received a Master’s degree in Computer Science. In 2015-2018 studied at the post-graduate course at the Faculty of Electronics and Computer Technologies of the Ivan Franko National University of Lviv. From 2018 – assistant of the Department of System Design of the Faculty of Electronics and Computer Technologies.

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