Artificial Intelligence, AI Model Production, Graph Algorithms(Algorithmic Graph Structure Theory)
Programming Languages: Python, C(System Programming), C++, Scala,Rust
Artificial Intelligence: PyTorch, Scikit-learn
Database: MySQL(RelationalDB, SQL), Azure Cosmos DB(GraphDB, Gremlin)
Data Analysis: NumPy, Pandas, Matplotlib
Web Development: HTML5, CSS3
Cloud Service: Azure
Version Control: Git
CAD Design: Rhino (3D Modeling), Autodesk Fusion 360 (3D Modeling), KeyShot (3D Rendering)
Korea Advanced Institute of Science and Technology (KAIST) (2025.03 ~ Now) - Undergraduate at School of Computing (Main Campus, Daejeon)
Advisor: Prof. Yoon, Sung-Eui(School of Computing)
Advanced Major: Computer Science
Double Major: Electrical Engineering
Double Major: Mechanical Engineering
Minor: Industrial Design
Soongmoon High School (2021.03 ~ 2024.02)
- 🏆 Graduated top of the class (Top 0.7%)
Neural Processing Unit(NPU) Design 2026 Beginner Course (2026.05 16hr)
At KAIST PIM Semiconductor Design Research Center, I gained a solid foundation in DNN core operations from a hardware perspective, NPU architecture (PE arrays and dataflow), NPU software stack and mapping, as well as advanced NPU designs.
LG AImers (8th) (2025 Winter: 2026.01 ~ 2026.03)
LG Aimers is a selective AI training initiative by LG AI Research that blends expert-led instruction with hands-on, industry-relevant project experience, culminating in official certification and real-world problem solving. In 8th education, it focuses on Large Language Model and its production engineering(focusing on LLM Compression).
Undergraduate Researcher at Flexible Machine Learning Algorithm Lab (2025.06 ~ )
- KAIST Undergraduate Research Program(URP) (Advisor: Prof.Insu Han(KAIST EE))
- Project: Near-1-Bit Quantization for Trillion-Scale Foundation Models
Include (KAIST AI Club) (2025.03 ~ Now)
- Manager(Head of Promotion)
- 2025 Spring: Basic Machine Learning Seminar / Natural Language Processing Seminar
- 2025 Summer: Generative AI Seminar / AI Agent Seminar
- 2025 Fall: Graph AI Seminar
- 2026 Spring: Computer Vision Seminar
LG AI Reserach K-Exaone4 Model(LLM) Compression Competition (2026.1 ~ 2026.03)
- 🏆 Our team(MinJae Choi, Jiseok Son, Sungsu Lee, Chaewon Lee) won the semifinal round! (Top 3%)
- We advanced to the final round!
Microsoft Imagine Cup 2026 (2025.12 ~ Now)
- You can refer my project 'Amplify'
- MVP(Minimum Viable Product) Round Participant
Google Gemini Student Ambassador (2025.08 ~ 2025.12)
- 🏆 Phase1 2nd Best Activity Team (Team KAIST-Include)
SQL Developer (SQLD) SQLD-057015908 / 2025.06.27 Certified
- Korea Data Agency (K-DATA)
Korean Native
English Advanced
- TOEIC(2026.02.28): 935/990