Profile
AI researcher and cybersecurity engineer specializing in machine learning systems for practical applications. Achieved 99.68% accuracy with 260× model compression for edge AI deployment. Experienced in full ML pipelines—from data collection to production deployment on resource-constrained devices. Admitted to NYU MS-CEI (Fall 2026); building toward launching AI products at the intersection of security and accessibility.
Research & Publications
Real-Time BLE Vulnerability Detection using TinyML on Edge Devices
XXXIII Int. Conf. CAD in Machinery Design (CAD_MD_2025) • Dec 2025, Białystok, Poland | Under Review
GitHub Repo | Paper (Manuscript)
- Designed TinyML neural network achieving 99.68% test accuracy (97.98% field accuracy) on 23,481 BLE packets from 144 manufacturers
- Achieved 260× compression → 4.62 KB model with 1,212 parameters
- 0.9 ms inference on ESP32-S3 for real-time threat detection
- Tech: TensorFlow Lite Micro, Python, C/C++, Nordic nRF52840, ESP32-S3 | Open-sourced complete pipeline
Mechanisms and Tools for Data Protection on Web Applications
VII International Conference PCSITS-2024 • April 2024, Kyiv, Ukraine
- Designed automated security assessment framework covering injection attacks, broken authentication, XSS, and access control
- Implemented detection tools achieving 87% accuracy across 150+ test applications using OWASP ZAP integration
Mathematical Modeling of Surfaces Formed by Rotating a Rhombus Around an Axis in its Plane
XVII International Conference "Shevchenkivska Vesna – 2019" • April 2019, Kyiv, Ukraine
- Developed mathematical model describing surfaces generated by rhombus rotation
- Conducted theoretical analysis and computational simulations validating the model
- Awarded third place in city-wide mathematical modeling competition
Projects
Guidelines on the use of GenAI in the University Context (Machine Learning and Society - TUM): A. Çeter, K. Toro Betancur, B. Igl, I. N. Uribe Lara, A. Ter-Minasyan, T. Thông, W. W. S. Lilian, M. Zubeidat, E. Abdullaiev | July 2024 | Conducted systematic evaluation of ChatGPT usage across 215 academic tasks, analyzing effectiveness (87% success rate) and harm detection (26% false information rate). Performed thematic analysis of 8 use cases; findings contributed to TUM's institutional AI Strategy development.
Skills
Languages
Work Experience
2023 - 2024: System Administrator & Infrastructure Engineer, Avalex Solution | Designed and deployed enterprise Document Management System with RBAC serving 50+ users, achieving 99.8% uptime. Implemented automated workflow engine reducing processing time 40%; created data migration pipeline with zero data loss.
2021 - 2024: Chair of Student Council - Partnerships Department, Taras Shevchenko National University of Kyiv | Led organization representing 12,000+ students. Coordinated 15+ leaders organizing 20+ events (500+ attendees). Served as a liaison between students and administration.
2021 - 2022: Customer Consultant, AIESEC | Guided and supported customers during international internships. Collaborated with AIESEC counterparts from various regions to coordinate internship programs and maintain effective communication across different locations. Managed and updated detailed records of ongoing student information, facilitating accurate documentation and seamless follow-up processes.
Education
2025 - 2026: M.Sc. Cybersecurity & Information Protection, Borys Grinchenko Kyiv Metropolitan University | Research Focus: Edge AI, ML on constrained devices, cyber-physical security | Full scholarship (state-funded)
2024 - 2025: Visiting Student Program, Technical University of Munich | Completed 18 graduate courses in ML (Intelligent Systems, Probabilistic ML), Systems (Virtual Machines, Cyber-Physical Systems, Blockchain), and Data Science (Business Process Technologies)
2020 - 2025: B.Sc Cybersecurity, Taras Shevchenko National University of Kyiv | Final Grade: 93 (4.0 GPA) - Dean's List | Thesis: Mechanisms and ways to detect OWASP vulnerabilities in web applications
Certificates
Certificate 1: Switching, Routing and Wireless Essentials
Certificate 2: Enterprise Networking Security and Automation
Certificate 3: Cybersecurity Analysis
Certificate 4: Linux Essentials
Certificate 5: Ethical Hacker (Cisco)
Certificate 6: React Testing Course
Certificate 7: Advanced React Course
Certificate 8: RangeForce
Certificate 9: RangeForce Advanced
References
Dr. Volodymyr Sokolov
KUBG / Associate Professor
Prof. Orestis Papakyriakopoulos
TUM / Professor of ML and Society
Dr. Ivan Parkhomenko
KNU / Associate Professor
Oleksiy Kokhanovsky
Avalex Solution