Untitled

Mingyu Kim

πŸ“Goyang, South Korea 🏫 Soongsil University πŸ“§ [email protected]

Language πŸ’¬

Shortcut πŸ”—

Awards & Careers πŸ†

Projects πŸ‘¨β€πŸ’»

Skills❗

Certifications πŸͺͺ

Club Activities 🚩

Contact πŸ“±

About Me

λ‹€μ–‘ν•œ 아이디어λ₯Ό 직접 μ‹€ν˜„ν•˜λŠ” 것을 μ’‹μ•„ν•˜λŠ” ML/DL Engineer 지망생 μž…λ‹ˆλ‹€. πŸ€”

My Interests πŸ“Œ

πŸ” ML/DLΒ πŸ“ˆ Data Science ☁️ Cloud ComputingΒ πŸ“Ÿ Embedded SWΒ πŸ€– RoboticsΒ πŸ— 3D Modeling

Experience Overview πŸ‘“

μ„œμšΈλŒ€ν•™κ΅ Computer Architecture & Parallel Processing Lab 학뢀연ꡬ생인턴 2025.02 - 2025.08

μˆ­μ‹€λŒ€ν•™κ΅ ν˜μ‹ κ³΅μœ λŒ€ν•™ μ°¨μ„ΈλŒ€λ°˜λ„μ²΄ν•™κ³Ό SWμ—”μ§€λ‹ˆμ–΄ 2022.11 - 2023.10

(μ£Ό)μ‹±ν¬μ˜€λ₯΄λΉ„μŠ€ SWκ°œλ°œνŒ€μž₯ 2020.11 - 2022.02

Education ✍️

<aside> <img src="/icons/graduate_gray.svg" alt="/icons/graduate_gray.svg" width="40px" />

μˆ­μ‹€λŒ€ν•™κ΅ AIλŒ€ν•™ 2021.03 - Present

주전곡: AIμ†Œν”„νŠΈμ›¨μ–΄ν•™λΆ€ AIμ‹œμŠ€ν…œ 및 인곡지λŠ₯전곡 μœ΅ν•©μ „κ³΅: 인곡지λŠ₯λ°˜λ„μ²΄μ „κ³΅, AIλͺ¨λΉŒλ¦¬ν‹°μ „곡 심화전곡: μ°¨μ„ΈλŒ€λ°˜λ„μ²΄μ „κ³΅(μ‹œμŠ€ν…œ Β· SW)

</aside>

<aside> <img src="/icons/graduate_gray.svg" alt="/icons/graduate_gray.svg" width="40px" />

μΌμ‚°λŒ€μ§„κ³ λ“±ν•™κ΅ 2018.03 - 2021.02

기술(κ³Όν•™μœ΅ν•©ν˜•)SWκ΅μœ‘κ³Όμ • μ‘Έμ—…

</aside>

<aside> <img src="/icons/graduate_gray.svg" alt="/icons/graduate_gray.svg" width="40px" />

백석쀑학ꡐ 2016.08 - 2018.02

</aside>

<aside> <img src="/icons/graduate_gray.svg" alt="/icons/graduate_gray.svg" width="40px" />

Cheyenne Middle School 2014.08 - 2016.05

</aside>

<aside> <img src="/icons/graduate_gray.svg" alt="/icons/graduate_gray.svg" width="40px" />

John Ross Elementary School 2013.12 - 2014.05

</aside>

<aside> <img src="/icons/graduate_gray.svg" alt="/icons/graduate_gray.svg" width="40px" />

ν˜Έμˆ˜μ΄ˆλ“±ν•™κ΅ 2009.03 - 2013.12

</aside>

Awards & Careers πŸ†

Awards & Careers

Projects πŸ‘¨β€πŸ’»

2025

<aside> <img src="/icons/font_gray.svg" alt="/icons/font_gray.svg" width="40px" />

μˆ­μ‹€λŒ€ν•™κ΅ κ°•μ˜κ³„νšμ„œ RAG 챗봇

Python RAG GPT-4o-mini text-embedding-3-small sentence-transformers pdfplumber

μˆ­μ‹€λŒ€ν•™κ΅ κ°•μ˜κ³„νšμ„œμ˜ λ‚΄μš©μ„ νŒŒμ‹±ν•˜μ—¬ Metadata 필터링과 Sementic Searchλ₯Ό μ΄μš©ν•΄ κ°•μ˜λ₯Ό μΆ”μ²œν•΄μ£ΌλŠ” 챗봇을 κ°œλ°œν•˜μ˜€μŠ΅λ‹ˆλ‹€.

</aside>

<aside> <img src="/icons/video-camera_gray.svg" alt="/icons/video-camera_gray.svg" width="40px" />

CT/MRI 3D λͺ¨λΈ 및 μ’…μ–‘ κ²€μΆœ 연ꡬ

Python U-Net nnUNet SegFormer3D

μ΅œμ‹  μ—°κ΅¬μ—μ„œ 곡개된 μ’…μ–‘ 탐지 λͺ¨λΈμ˜ Attention ꡬ쑰λ₯Ό κ°œμ„ ν•˜μ—¬ μ„±λŠ₯을 λ†’μ΄λŠ” 연ꡬλ₯Ό μ§„ν–‰ν•˜μ˜€μŠ΅λ‹ˆλ‹€. κ΄€λ ¨ 연ꡬ μ„±κ³Όλ₯Ό 2025λ…„ λŒ€ν•œμ „μžκ³΅ν•™νšŒ ν•˜κ³„μ’…ν•©ν•™μˆ λŒ€νšŒ 학뢀생 Short Oral μ„Έμ…˜μ—μ„œ λ°œν‘œν–ˆμŠ΅λ‹ˆλ‹€.

</aside>

<aside> <img src="/icons/computer-chip_gray.svg" alt="/icons/computer-chip_gray.svg" width="40px" />

STM32 μ œμ–΄ ν”„λ‘œμ νŠΈ

C++ STM32

STM32둜 Touch Display 좜λ ₯, OLED, 7 Segment, Encoder λ“± λ‹€μ–‘ν•œ μž₯치λ₯Ό λ™μ‹œ μ œμ–΄ν•˜λŠ” ν”„λ‘œμ νŠΈλ₯Ό μ§„ν–‰ν–ˆμŠ΅λ‹ˆλ‹€.

</aside>

<aside> <img src="/icons/computer-chip_gray.svg" alt="/icons/computer-chip_gray.svg" width="40px" />

ATTiny μ œμ–΄ ν”„λ‘œμ νŠΈ

C++ AVR MCU

ATTiny4313으둜 λ²„νŠΌ, LCD, OLED, 7 Segment, Encoder λ“± λ‹€μ–‘ν•œ μž₯치λ₯Ό λ™μ‹œ μ œμ–΄ν•˜λŠ” ν”„λ‘œμ νŠΈλ₯Ό μ§„ν–‰ν–ˆμŠ΅λ‹ˆλ‹€.

</aside>

2024

<aside> <img src="/icons/robot_gray.svg" alt="/icons/robot_gray.svg" width="40px" />

</aside>

<aside> <img src="/icons/video-camera_gray.svg" alt="/icons/video-camera_gray.svg" width="40px" />

</aside>

Skills❗

Computer Languages πŸ’»

Libraries & Frameworks πŸ“š

Available Program πŸ–₯️

Certifications πŸͺͺ