CV
Contact Information
| Name | Hyangsuk Min |
| Professional Title | PhD Student, KAIST |
| hyangsuk.min@kaist.ac.kr |
Professional Summary
PhD student at KAIST working on trustworthy AI agents, memory, and AI co-scientist systems.
Experience
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2022 - 2024 Pangyo, Korea
AI Research Engineer (M2MCx, SW Campus)
HL Mando
- Built auto-ML training, evaluation, and deployment pipelines for smart factory and vehicle diagnostics systems.
- Developed on-premise MLOps infrastructure and CI/CD workflows for deep learning models using sensor and image data in production environments.
- Designed synthetic data generation pipelines for vision inspection and uncharted driving scenarios under limited-data and distribution-shift settings.
- Applied prompt engineering and domain adaptation to LLM-based OEM requirement classification and mixed-format document analysis.
- Worked across the full ML lifecycle, including data analysis, model development, evaluation, deployment, and production monitoring.
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2018 - 2019 San Jose, CA, USA
ASIC Engineering Intern (Physical Design)
Uniquify
- Worked with overseas engineering teams on physical design, place-and-route (PnR), and engineering change order (ECO) workflows.
- Developed Perl scripts to summarize timing reports and identify design violations.
Education
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2024 - present Daejeon, Korea
PhD
Korea Advanced Institute of Science and Technology (KAIST)
Industrial Engineering
- Advisor: Prof. Hwanjun Song
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2015 - 2019 Seoul, Korea
BBA
Kookmin University
Bigdata Analysis and Statistics
- GPA: 4.4/4.5
Awards
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2019 Graduated Cum Laude
Kookmin University
GPA: 4.4/4.5
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2015 Merit Scholarship
Kookmin University
Merit scholarships totaling approximately ₩17M (~$12,000) across 7 semesters for academic excellence (2 full, 5 partial).
Patents
- Method and Apparatus for Predicting Fine-Grained Impact of COVID-19 on Local Economies — South Korea, Registration No. 1020220134903 (Oct 19, 2022)
Academic Service
Reviewer: ICML, ACL, EMNLP, NeurIPS, ICLR, Neural Networks
Teaching
- Programming for Data Science (IE260), Teaching Assistant, KAIST — Spring 2026
- Data Structures and Analysis (IE260), Teaching Assistant, KAIST — Spring 2025
- LLM Fine-tuning with HuggingFace, Assistant Instructor, SK Telecom — Nov 2023
Certificates
- ADP: Advanced Data Analytics Professional (2021)
- SQLD: SQL Developer (2018)
Skills
Programming: Python (PyTorch), R, SQL, HTML/CSS
Languages
Korean : Native
English : Intermediate–Fluent
Spanish : Beginner
Interests
Research: Large Language Models, Human-AI Alignment, Data-Centric AI, Summarization and Evaluation, Trustworthy AI