CS undergraduate focused on interpretable decision-making and deployment-ready ML systems.
Based in South Korea · currently in San Jose, CA
- Interpretable Reinforcement Learning (hierarchical & sequential decision-making)
- LLM-based agent systems and RAG pipelines
- ML system deployment (Docker, Kubernetes, cloud infrastructure)
- Interpretable & reliable reinforcement learning
- LLM systems and agent architectures
- ML systems for scalable and efficient deployment
- Quantum computing for learning & optimization
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Energy-Efficient Ground Station Optimization for LEO Satellites via Reinforcement Learning
KICS Conference, 2025 · DBpia
RL-based optimization for energy-efficient satellite–ground station scheduling. -
Development of a Multimodal RAG System Utilizing Both User-Entered Text and Input Images
KSC Conference, 2024 · DBpia
Multimodal retrieval combining user text and images for improved QA (CLIP). -
Hybrid Embedding and LLM RAG-Based Virtual System for Literary Evaluation
KICS Conference, 2025 · DBpia
Hybrid embeddings + RAG pipeline for real-world literary evaluation.
🏆 3rd Place, KICS 2025 GenAI Idea Competition (Conference) — Presented “Hybrid Embedding and LLM RAG-Based Virtual System for Literary Evaluation” (2025)
🏆 3rd Place, KSC 2024 Undergraduate Best Writing Paper Award — “Development of a Multimodal RAG System Utilizing Both User-Entered Text and Input Images” (2024)
🏆 2nd Place (Excellence Award), KCCI AI Startup Competition — Built an AI-driven KakaoWork prototype as the sole engineer (Dec 2024) — Project Repo
🏆 2nd Place, AWS × Couchbase GenAI Playground Hackathon — Implemented an MLOps pipeline and integrated AWS Bedrock + Stable Diffusion (Oct 2024) — Hackathon Repo
🏆 2nd Place, Dacos Datathon (Sep 2024)
🏆 2nd Place (Excellence Award), Shinhan Financial Group Big Data Hackathon (Investment Division) — Built a recommendation model and trend analysis for service strategy (Oct 2023) — Org/Repos
🏆 Grand Prize (1st Place), COKOTHON Inter-University Hackathon — Wiggle: a friend-curated personalized playlist (Dec 26, 2023) — Hackathon Repo
| Duration | Project | Role | More |
|---|---|---|---|
| 2024.09 - 2025.02 | Nobelize: AI Assistant for Nobel Prize Research | Research Engineer (Hybrid Embeddings) | GitHub |
| 2024.09 - 2024.12 | All-New Kakao: AI Features for KakaoWork | LLM Application Engineer | GitHub |
| 2024.10 - 2024.10 | Promi: Award-Winning Project (Excellence Award, AWS × Couchbase GenAI Hackathon) | MLOps Engineer | GitHub |
| 2024.09 - 2025.01 | English Dialect Translator (T5-based) | ML Engineer (NLP) | GitHub |
| Duration | Project | Role | More |
|---|---|---|---|
| 2024.05.01 - 2024.05.25 | AWS × SMWU MLOps Project | System Architecture Designer | GitHub |
| 2023.10.04 - 2023.10.08 | 모아모아: Group Investment Service (Excellence Award, 'Shinhan Bank' Big Data Hackathon) | Frontend Developer | GitHub |
| 2023.12.26 - 2023.12.27 | Wiggle: Friend-Curated Playlist App (Grand Prize, KMU × SMWU Hackathon) | Frontend Developer | GitHub |
| 2023.09.01 - 2024.02.07 | Uhang: Campus Events Community Platform | Backend Developer | GitHub |
| 2023.03 - 2023.08 | WeMatch: Shared Calendar & Scheduling App | Frontend Developer | GitHub |
| 2023.03 - 2023.12 | EzEat: “What should we eat today?” App | Frontend Developer | GitHub |
| 2023.06 - 2024.02 | APPSCHECK: Attendance Check App | Backend Developer | GitHub |
2025
- Rock15 Inc — Internship (Mar 2025 - Feb 2026, San Jose, CA)
2024
- DPS Lab @ SMWU — Student Lab Intern (Sep 2024 - Present)
- Dacos — Deep Learning / Machine Learning Part Member (Mar 2024 - Mar 2025)
- Q-click Inc — Internship (Mar 2024 - Jun 2024, Seoul, South Korea)
2023
- UMC @ SMWU — 5th Web Part Member (Sep 2023 - Feb 2024)
- Solux — 28th Member (Mar 2023 - Feb 2024)
- APPS @ SMWU — 10th Member (Mar 2023 - Jun 2024)