Research interests:

• Microcontrollers, Embedded Systems, signal processing
• Human-Machine Interfaces
• Artificial Intelligence for Embedded Systems

Research and Publications:

• Co-author of 7 scientific articles
• Holder of 18 invention patents

h-index: 9 (Google Scholar)

• Karpin O., Mandziy V., Liubun Z., Rabyk V. Method of Neural Network Training with Integer Weights // 2019 XIth International Scientific and Practical Conference on Electronics and Information Technologies (ELIT), Lviv, Ukraine. – 2019. – P. 168-172.  https://doi.org/10.1109/ELIT.2019.8893349
• Liubun Z., Mandziy V., Klein H., Karpin O., Rabyk V. Hover Signal-Profile Detection //2020 IEEE 15th International Conference on Computer Sciences and Information Technologies (CSIT), Zbarazh, Ukraine. – 2020. – P. 7-10. https://doi.org/10.1109/CSIT49958.2020.9322027
• Liubun Z., Mandziy V., Karpin O., Rabyk V. Correlation-based Contactless Hand-Gesture Detection for Capacitive Sensing // 2021 IEEE 12th International Conference on Electronics and Information Technologies (ELIT), Lviv, Ukraine. – 2021. – P. 55-60. https://doi.org/10.1109/ELIT53502.2021.9501121
• Liubun Z., Mandziy V., Karpin O., Rabyk V. Neural-network-based Gesture Detection for Capacitive Sensing // 2022 IEEE 16th International Conference on Advanced Trends in Radioelectronics, Telecommunications and Computer Engineering (TCSET), Lviv-Slavske, Ukraine. – 2022. – P. 362-365. https://doi.org/10.1109/TCSET55632.2022.9767083
• Liubun Z., Nesterenko V., Mandziy V., Karpin O. Implementation of digital filters using neural networks when the object movement dynamics are not known // Electronics and information technologies. – 2022. Issue 19. – P. 48-57. http://dx.doi.org/10.309 70/eli.19.4
• Liubun Z., Bryk B., Mandziy V., Karpin O., Kalivoshka B., Velhosh S. Processing Sensor Signal Under Low Values of Signal to Noise Ratio // 2023 IEEE 13th International Conference on Electronics and Information Technologies (ELIT), Lviv, Ukraine. – 2023. – P. 73-76. https://doi.org/10.1109/ELIT61488.2023.10310890
• Karpin O., Brygilevych V, Liubun Z., Mandziy V. Processing of capacitive sensor signal profile for enhancing gestures detection // Przegląd Elektrotechniczny. – 2024. – Vol. 2024, Issue 9. – P. 252-255. https://doi.org/10.15199/48.2024.09.49

2023-present – Assistant Professor at the Department of Sensor and Semiconductor Electronics, Ivan Franko National University of Lviv;

2007-present – Engineer at Cypress/Infineon Technologies, current position Lead Principal Engineer;

Education:

1994-1997 – Lviv Physics and Mathematics Lyceum

1997-2002 – Ivan Franko Lviv National University, specialty “Radiophysics and electronics”, graduated with honors

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