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Developing vision inspection algorithms for semiconductor packaging at ๋์์ค,
while pursuing an M.S. in Computer Science at Hansung University.
๐ข ย ๋์์ค ย ยทย ๐ ย Hansung Univ. M.S. ย ยทย ๐ ย Seoul ย ยทย ๐ ย gyeongmin.kr
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Vision & AI
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| Year | Title | Venue | Type |
|---|---|---|---|
| 2025 | ๋จธ์ ๋น์ ์ ์ํ ๋ฅ๋ฌ๋ ๊ธฐ๋ฐ ๊ด์ฌ์์ญ ์๋์์ฑ ์์คํ
๋ฐ ๋ฐฉ๋ฒ ํนํ ์ 10-2821336 ํธ |
Korean Patent | Patent |
| 2024 | ์ค๋ฒํฌ์ ๊ฐ์๋ฅผ ์ํ ๋ฅ๋ฌ๋ ๊ธฐ๋ฐ ํ์ง๊ฒ์ฌ ์์คํ
๋ฐ ๋ฐฉ๋ฒ ํนํ ์ถ์ ์ 10-2024-0153586 ํธ |
Korean Patent | Patent |
| 2024 | Automatic ROI Recommender for Saw Singulation: Seamless Adaptation for Various Semiconductor Devices |
ISMP-IRSP 2024 | Oral |
| 2024 | ์ค์๊ฐ ๋งํน/ํ๋ฉด ๊ฒ์ฌ ์์คํ ๊ฐ๋ฐ์ ์ํ ๋ค์ค ๋น์ ๊ฒ์ฌ ๊ธฐ์ ์ ์ต์ ํ | KCC 2024 | Poster |
| 2024 | Variational AutoEncoder๋ฅผ ํ์ฉํ BGA ๊ฒฐํจ ํ์ง | HCI KOREA 2024 | Poster |
| 2023 | BGA Anomaly Detection by exploiting Variational AutoEncoders | ISMP 2023 | Poster |
๋์์ค ยท Vision & Software Engineer ยท Feb 2024 โ Present
Founding Member โ 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 โ patent granted
AML Lab, Hansung University ยท Graduate Researcher ยท Sep 2024 โ Present
Enrolled in the Integrated B.S.โM.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 ยท Undergraduate Researcher ยท May 2023 โ 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
Founded the first algorithm competition in my department at Hansung University and ran 4 editions as lead organizer and problem setter โ recruited and led the organizing team, drove the build of an in-house judge system, and secured prize sponsorship from the department and student clubs.
Problem sets, editorials, and test data are public at @HSU-CSE:
| Date | Contest | Problems | Editorial | Repository |
|---|---|---|---|---|
| Nov 2024 | 2024 2ํ๊ธฐ ์ปดํจํฐ๊ณตํ๋ถ ํ๋ก๊ทธ๋๋ฐ ๊ฒฝ์ง๋ํ | Link | ||
| Jan 2024 | 2024 ๋๊ณ ํ๋ก๊ทธ๋๋ฐ ์บ ํ ๋ํ | Link | ||
| Nov 2023 | 2023 2ํ๊ธฐ ์ปดํจํฐ๊ณตํ๋ถ ํ๋ก๊ทธ๋๋ฐ ๊ฒฝ์ง๋ํ | Link | ||
| Mar 2023 | BUG X Com:BE ํ๋ก๊ทธ๋๋ฐ ๊ฒฝ์ง๋ํ | Link |