Jaeyoung Shin#
📧 limepencil@kaist.ac.kr
📞 +82 010-6574-4606
📍 Daejeon, South Korea
🎓 Education#
Korea Advanced Institute of Science and Technology (KAIST)
B.S. in School of Computing (Expected June 2027)
- GPA: 3.7 / 4.3 (3 Semesters Completed)
- Honors: Freshman Dean’s List (Fall 2023)
- Activities: Include (AI Academic Club) Vice President, GDSC (Google Developer Student Clubs)
Yonsei University
Department of Artificial Intelligence (Undergraduate Student)
- Mar 2023 – June 2023, Seoul, South Korea
🔬 Research Interests#
- Reinforcement Learning
- Computer Vision
- Brain-Inspired AI
💼 Experiences#
Computational Motor Neuroscience Lab, Hanyang University
Research Assistant Intern under Prof. Sungshin Kim
- Designed human & AI agent navigation tasks in Unity ML Agent
- Reproduced parts of a Nature paper on grid-based navigation in AI
- Built a 3D drone sim to test human navigation ability with fMRI
Aug 2021 – Nov 2021, Dec 2022 | Seoul, South Korea
NAVER Boostcamp AI Tech (NAVER Connect Foundation)
Computer Vision Track Trainee
- Studied CV history & trends full-time for 5 months
- Competed in classification, detection, segmentation, OCR challenges
- Learned ML lifecycle & collaboration tools
Sep 2022 – Feb 2023 | Seoul, South Korea
🛠️ Projects & Competitions#
Smart Email RAG#
KAIST 2024 AI-Based Educational Environment Innovation Project
- ₩10M research fund
- Aims to evolve a hackathon prototype for real-world use
Aug 2024 – Present | Daejeon
AISK: Voice Kiosk for the Elderly#
KAIST SPARCS AI Startup Hackathon 2024 (Finalist <8th>)
- Touchless, end-to-end order service for elderly kiosk users
- Personalized UX using LLMs and user history
Jul 29 – Aug 1, 2024 | Daejeon
Smart Email RAG#
KAIST X Upstage LLM Project Competition (2nd Place)
- RAG-based email query system using metadata & NLP
- Response generation using GPT
- F1-score: 0.6 with GPT-generated queries
Jul 4 – Jul 6, 2024 | Daejeon
Sales Prediction & F&B Franchise Location Recommendation#
Sweet Spot Industry-Academia Project
- AI-based franchise recommendation engine
- Web-based prototype iterated via user feedback
Sep 2023 – Jul 2024
CJ Logistics Smart Inspection#
CJ Logistics Challenge 2023 (8th in Qualifying Round)
- Improved bbox merging with distance-based post-processing
- Used SKU110K dataset with fine-tuned detection model
Jul 3 – Aug 21, 2023 | Seoul
FICV: Fraud Detection for Fish Market#
NAVER Boostcamp AI Tech Project
- End-to-End ML pipeline with CI/CD
- Serverless infra via Google Cloud Run
Jan 9 – Feb 9, 2023 | Seoul
OCR Data Augmentation#
NAVER Boostcamp Competition (2nd Public, 4th Private)
- Created data-centric AI pipeline
- Used ICDAR & AI Hub datasets
Dec 8 – Dec 15, 2022 | Seoul
Recycling Item Object Detection#
NAVER Boostcamp Competition (5th Place)
- Used Jira, WandB, GitFlow for collaboration
- Customized object detection with mAP analysis, WBF, K-Fold
Nov 16 – Dec 1, 2022 | Seoul
🏅 Awards & Certifications#
Programming
- Solved.ac: Platinum 1
- Google Code Jam / Kick Start: Top 15%
Artificial Intelligence
- KSA Certified AI Expert
- NIPA Basic/Advanced AI Training (120 hrs)
- NAVER Boostcamp AI Tech (800+ hrs)
🧠 Skills#
Programming Languages
- Python (Proficient)
- PyTorch (Intermediate)
- Java (Intermediate)
- C# & Unity (Intermediate)
- JavaScript, React (Intermediate Low)
Tools & Platforms
- Git, WandB, Arduino
- Google Cloud, Docker
- FastAPI
Languages
- English: Bilingual (TOEFL 112)