Developing vision inspection algorithms for semiconductor packaging at 디에스,
while pursuing an M.S. in Computer Science at Hansung University.
🏢 디에스 · 🎓 Hansung Univ. M.S. · 📍 Seoul · 🌐 gyeongmin.kr
Languages
Vision & AI
| Year | Title | Venue | Type |
|---|---|---|---|
| 2025 | 머신비전을 위한 딥러닝 기반 관심영역 자동생성 시스템 및 방법 특허 제 10-2821336 호 |
Korean Patent | Patent |
| 2024 | Automatic ROI Recommender for Saw Singulation: Seamless Adaptation for Various Semiconductor Devices |
ISMP-IRSP 2024 | Oral |
| 2024 | 실시간 마킹/표면 검사 시스템 개발을 위한 다중 비전 검사 기술의 최적화 | KCC 2024 | Poster |
| 2024 | Variational AutoEncoder를 활용한 BGA 결함 탐지 | HCI KOREA 2024 | Poster |
| 2023 | BGA Anomaly Detection by exploiting Variational AutoEncoders | ISMP 2023 | Poster |
DS · Vision & Software Engineer · Feb 2024 – Present
Founding Member — Semiconductor post-processing vision inspection startup, now in mass production across multiple client sites.
- Implemented and tuned production-grade vision algorithms for alignment, defect detection, and dimensional inspection
- Improved inspection software performance and maintainability through production-focused algorithm and UI enhancements
- Built an ROI auto-recommendation feature using object detection — patent filed
AML Lab, Hansung University · Graduate Researcher · Sep 2024 – Present
Enrolled in the Integrated B.S.–M.S. Program in Computer Science and Engineering
- Conducting research on anomaly detection and machine vision for semiconductor packaging inspection
- Investigating deep learning approaches for defect detection and localization under limited data conditions
- Developing experimental vision pipelines for industrial inspection datasets collected from semiconductor production lines
AML Lab, Hansung University · Undergraduate Researcher · May 2023 – Feb 2024
Conducted anomaly detection research for semiconductor packaging under a nationally funded R&D program.
- Presented research at academic conferences (3 poster presentations, 1 oral)
- Built vision inspection software for semiconductor manufacturing research projects
- Supported AI-based smart manufacturing R&D initiatives
- Launched the department's first algorithm competition at Hansung University — lead organizer & problem setter for 4 editions
- Co-organized an inter-department algorithm competition as Vice President of an academic club