About
Education:
- National Polytechnic University of Armenia / Applied Mathematics and Informatics (Bachelor's degree / 2017 - 2021)
- Russian-Armenian University / Intellectual Systems and Robotics (Master's degree / 2021 - 2023)
- Russian-Armenian University / Mathematical and software support of computing machines, systems, and computer networks (Postgraduate study / 2023 - until now)
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2020, Cognitive LLC
- AI/ML Researcher
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2021 - until now, Center of Advanced Software Technologies
- Researcher
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2022 - until now, Russian-Armenian University
- Lecturer
Scientific interests
- Machine Learning
- Stochastic Systems
- Computer Vision
- Reinforcement Learning
- Control Theory and State Estimation
- Graph Theory
- Robotics
List of publications
- Programming and Computer Software, 2023, 49, 192–197, V. R. Sahakyan, V. G. Melkonyan, G. A. Gharagyozyan, A. S. Avetisyan - Enhancing Image Recognition with Pre-Defined Convolutional Layers Based on PDEs
- Vestnik of RAU, 2022, 2, 67-75, V. Melkonyan, V. Sahakyan, L. Kirakosyan, O. Hovhannisyan - Comparison of single object tracking algorithms on video sequences captured from UAV
- Vestnik of RAU, 2024, 1, 37-43, A. Fahradyan, T. Baghdasaryan, V. Melkonyan, V. Sahakyan, L. Kirakosyan, O. Hovhannisyan, S. Sargsyan, A. Darbinyan - Comparing and impoving change detection methods
- Proceedings of the Institute for System Programming of the RAS, 2024, 36 (3), 283-294, Armen Sardaryan, Vardan Sahakyan, Vahagn Melkonyan, Sevak Sargsyan - An Accurate Real-Time Object Tracking Method for Resource Constrained Devices