Shamrai Maksym
Research interests
Machine Learning Theory, Computer Vision, Natural Language Processing, Reinforcement Learning
Experience
8+ years of commercial experience in machine learning
Now working as AI Research Scientist in a commercial product company
Teaching Computer Vision and Reinforcement Learning in KAU
Now working as AI Research Scientist in a commercial product company
Teaching Computer Vision and Reinforcement Learning in KAU
Talks on conferences
Shamrai M., Hamolia V., Deep Language Geometry: Constructing a Metric Space from LLM Weights, In Proceedings of the 15th International Conference on Recent Advances in Natural Language Processing, 2025, pages 1127–1136, Varna, Bulgaria
Shamrai M., Control Error Bound for Pruned Neural Controllers, VII˛ International Scientific Conference “Modern Problems of Mechanics”, 2025, Kyiv
Shamrai M., Perturbation Analysis of Singular Values in Concatenated Matrices, Abstracts of the International Conference of Young Mathematicians, Kyiv, The Institute of Mathematics of the National Academy of Sciences of Ukraine, 2025
Shamrai M., Language-Specific Pruning for Efficient Reduction of Large Language Models, In Proceedings of the Third Ukrainian Natural Language Processing Workshop (UNLP) @ LREC-COLING 2024, pages 135–140, Torino, Italia.
Shamrai M., Object Detection from UAV Perspective using YOLOv8 and VisDrone Dataset, Abstracts of the International Conference of Young Mathematicians, Kyiv, The Institute of Mathematics of the National Academy of Sciences of Ukraine, 2023
Shamrai M., Control Error Bound for Pruned Neural Controllers, VII˛ International Scientific Conference “Modern Problems of Mechanics”, 2025, Kyiv
Shamrai M., Perturbation Analysis of Singular Values in Concatenated Matrices, Abstracts of the International Conference of Young Mathematicians, Kyiv, The Institute of Mathematics of the National Academy of Sciences of Ukraine, 2025
Shamrai M., Language-Specific Pruning for Efficient Reduction of Large Language Models, In Proceedings of the Third Ukrainian Natural Language Processing Workshop (UNLP) @ LREC-COLING 2024, pages 135–140, Torino, Italia.
Shamrai M., Object Detection from UAV Perspective using YOLOv8 and VisDrone Dataset, Abstracts of the International Conference of Young Mathematicians, Kyiv, The Institute of Mathematics of the National Academy of Sciences of Ukraine, 2023