Research Interests: Human-Centered AI • Computer Vision • Real-World & Synthetic Dataset Development • Educational AI & Proctoring Systems

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Publications

English

• Emostudent: a dataset for complex student behaviour evaluation // Odes’kyi politechnichnyi universytet pratsi. — 2023. — Vol. 1, no. 67. — P. 54—59
• Development of an automated online proctoring system // Herald of advanced information technology. — 2023. — Vol. 2, no. 6. — P. 163—173
• Evaluation metrics systematization for 2D human poses analysis models // Herald of advanced information technology. — 2023. — Vol. 1, no. 6. — P. 26—38
• Human action analysis models in artificial intelligence based proctoring systems and dataset for them // Applied aspects of information technology. — 2023. — Vol. 2, no. 6. — P. 190—200
• EmoStudent: developing a dataset to analyse students’ emotional well-being // Proceedings of the 11th international conference on applied innovations in IT, (ICAIIT). — 2023
• Models of information analysis in automated online proctoring systems // Lecture notes on data engineering and communications technologies. — Cham, 2024. — P. 258—268

Ukrainian

• Rozrobka avtomatyzovanoi systemy onlain proktorynhu [Development of an automated online proctoring system] // Informatics and mathematical methods in simulation. — 2023. — No. 13. — P. 180—189

Conference Presentations

• Data handling in ai-based proctoring systems and strategies for enhancement // Isdmci’2024: intellectual systems for decision making and problems of computational intelligence : XX International Scientific Internet Conference, Usti nad Labem, Khmelnitskyi, 20 June 2024
• Human action analysis in automated online proctoring systems // Modern information technology 2023, Odesa, 18 May 2023. — Odesa, 2023. — P. 53—55.

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Education

Master’s degree

Odesa National Polytechnic University | Odesa, Ukraine | 2013 - 2015

• Specialisation: Information control systems and technologies
• Relevant Coursework: Machine Learning, Computer Vision

Bachelor’s degree

Odesa National Polytechnic University | Odesa, Ukraine | 2009 - 2013

• Specialisation: Information control systems
• Relevant Coursework: Machine Learning, Computer Vision

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Professional Experience

Associate Software Engineer

Hewlett Packard Enterprise | Odesa, Ukraine | December 2015 - March 2017

HPE ALM (former QC)

• Implementation of different user stories related to REST API, Robot, SSO and others. UI enhancements. Test automation. CI configuration.
• Key Technologies: Java, JavaScript, Spring, JUnit, MSSQL, Oracle, Maven, Git, Jenkins.

Junior Java Developer

Luxoft | Odesa, Ukraine | August 2013 - January 2015

Navigation digital maps conversion & preprocessing system

• Developing a desktop SWT application to view the resulting 3D maps, their verification, route calculation, monitor the compilation process etc.
• Key Technologies: Java, OSGi (Equinox), Ant, Maven, Perforce, SQLite, PostgreSQL, OpenGL, GLSL, JOGL, Jenkins, Hudson; JIRA.

Navigation digital maps displaying system on Android (R&D project).

• Developing a Android application for 3D maps rendering.
• Key Technologies: Java, Android SDK, SQLite, OpenGL ES, GLSL, Git, JIRA.

Lab Assistant

Odesa National Polytechnic University, Luxoft, laboratory “IT-Incubator” | Odesa, Ukraine | October 2011 - August 2013

CV-Car Project

• Kinect-driven car implementation; colored marker tracking system.
• Key Technologies: C++, Qt, OpenCV.

JOSM(Java OpenStreetMap Editor) plugin

• Road width determination based on a sattelite photos.
• Key Technologies: Java, Ant.