Education
Yonsei University
B.S. in Electrical and Electronic Engineering (Expected Aug 2026)
B.S. in Electrical and Electronic Engineering (Expected Aug 2026)
Mar 2020 - Present
Employment
Genoray FlexLab (Medical Imaging Company)
AI Intern - Fine-tuned Segment Anything Model (SAM) for dental X-ray segmentation. Developed LoRA-based tuning strategies and integrated results into a semi-automatic labeling tool.
AI Intern - Fine-tuned Segment Anything Model (SAM) for dental X-ray segmentation. Developed LoRA-based tuning strategies and integrated results into a semi-automatic labeling tool.
Jun 2025 - Aug 2025
Seoul, Korea
Seoul, Korea
Reinforcement Learning Tutoring
Tutor at Yonsei University covering key reinforcement learning algorithms and implementation techniques
Tutor at Yonsei University covering key reinforcement learning algorithms and implementation techniques
Mar 2025 - Jun 2025
Yonsei University
Yonsei University
SK hynix Volunteer Program
Mentored middle and high school students in basic Python programming and algorithmic thinking
Mentored middle and high school students in basic Python programming and algorithmic thinking
May 2024 - Dec 2024
Seoul, Korea
Seoul, Korea
Math Academy
Assistant Teacher supporting teaching and student management in high school math curriculum
Assistant Teacher supporting teaching and student management in high school math curriculum
Jan 2020 - Jun 2021, Jan 2023 - Dec 2023
Seoul, Korea
Seoul, Korea
Projects
Portfolio Migration Agent (rewrite-my-report)
PDF 보고서를 포트폴리오용 마크다운으로 재작성하고 Notion에 한 번에 저장하는 에이전트. Upstage Document Parse + Solar LLM, Streamlit UI, Notion API 연동.
Personal Project
Adder Tree (12-input → 4-bit) — Schematic-to-Layout Integration
Tree-based compressor reducing 12 one-bit inputs to 4-bit output using Full Adders and Half Adders. FreePDK45 technology with KLayout/ngspice. DRC PASSED, hierarchical LVS analyzed with improvement plan.
Digital Circuit Design Course Project
AI Agent Orchestrator System
🏆 1st Place Winner! MCP and LangGraph-based AI agent orchestration system for centralized personal work information management with automated daily briefing.
Meta x Llama Academy Final Project
SAM Fine-tuning for Medical Imaging
Fine-tuned Segment Anything Model (SAM) for dental X-ray segmentation using LoRA-based tuning strategies. Joint first authorship with Yoonhee Uhm.
Genoray FlexLab Internship Project
CIFAR-100 Long-Tail Classification Project
Built hierarchical scheme clustering 100 classes into 20 superclasses with L_class + α·L_superclass. Applied two-stage retraining with class-balanced sampling and LDAM. Results: Overall Top-1 48.8% → 75.7%, Tail 36.6% → 70.3%.
Deep Learning Lab Course Project
차세대 지능형 드론 정비 시스템
🏆 우수상 수상 (43개 팀 중 2등)! MFC 내 드론 자동 정비 시스템 PoC 구현. Elephant Robotics의 MyAGV2023와 Cobot320을 활용한 Smart Factory 및 CMMS 구축.
Robotics Course Project
Speed Estimation from Road Scene Sequences
3D-CNN + LSTM model for 6-frame sequences; ablations on dropout, LR schedulers, test-time normalization; MAE = 1.82.
Introduction to Artificial Intelligence Course Project