CV
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Education
- M.S. in Artificial Intelligence, Chung-Ang University, February 2024–Present
- CAYSS scholarship recipient
- GPA: 4.22 out of 4.5
- Master’s Thesis: A Study on Maximizing Joint Entropy and Pattern Discrimination for Unsupervised Feature Selection (Expected 2025)
- B.S. in Computer Science, Electrotechnical University “LETI”, September 2018–July 2023
- GPA: 4.3 out of 5
- Bachelor’s Thesis: Recognition of road markings, signs and traffic lights using deep learning models (2023)
- Exchange Semester, Inha University, August 2022–February 2023
- GPA: 3.9 out of 4.5
- Certificate
Research Interests
- Large Language Models (LLMs): Optimization, compression, and efficiency
- Vision-Language Models (VLMs): Model compression and efficient deployment
- Feature Selection and Information Theory: Unsupervised methods and entropy optimization
- Efficient Neural Networks: Quantization, pruning, and optimized architectures for resource-constrained environments
Work Experience
- May 2023–February 2024: C++ Software Developer LTE L1
- YADRO
- 4G Base Station Development
- Used AVX and C++ for developing real-time modules
- Specialized in telecommunications and signal processing
Technical Skills
- Programming Languages
- C/C++, Python, MATLAB, Dart, SQL
- Machine Learning & AI
- PyTorch, Pandas, Scikit-learn, OpenCV
- Deep Learning, Computer Vision, Feature Selection
- Development Tools
- Git, Linux, CMake, Docker, Qt, Flutter
- Cross-platform development and deployment
- Languages
- English (B2 - TOEIC Certificate)
- Russian (Native)
- Korean (Basic)
Achievements & Awards
- Yandex Algorithms Bootcamp 3.0 (2023)
- Top 200 out of 2000 participants
- Solved 33 out of 40 contest tasks
- CAYSS Scholarship, Chung-Ang University (2024–Present)
- Merit-based scholarship for international graduate students
- Academic Scholarship, Electrotechnical University “LETI” (2018–2023)
- Consistent academic excellence throughout undergraduate studies
Publications
ChainImputer: A Neural Network-Based Iterative Imputation Method Using Cumulative Features
Seo, Wangduk, et al. "ChainImputer: A Neural Network-Based Iterative Imputation Method Using Cumulative Features." Symmetry 17.6 (2025): 869.
Diffusion Model-Based Generative Pipeline for Children Song Video
Lee, Sanghyuck, Timur Khairulov, and Jaesung Lee. "Diffusion Model-Based Generative Pipeline for Children Song Video." 2025 IEEE International Conference on Consumer Electronics (ICCE). IEEE, 2025.
Review of current approaches in the area of object detection for autonomous vehicles
Khairulov, Timur, Sanghyuck Lee, and Jaesung Lee. "Review of current approaches in the area of object detection for autonomous vehicles." 대한전자공학회 학술대회 (2024): 2836-2839.