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Achievement: YOLOAchievement: Pull Sharkx2Achievement: Quickdraw

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yujimin413/README.md

Hi there, I'm Jimin Yu πŸ‘‹

Sincere Build β€” Deeply empathizing with users to turn every task into a meaningful solution. ✨

Jimin's GitHub stats Jimin's Top Langs

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πŸ› οΈ Tech Skills

Backend & Infrastructure

Java Spring Boot MySQL AWS Linux

Data Engineering & AI

Python Pandas SQL Scikit-Learn

Collaboration & Tools

Git Figma

πŸ—ΊοΈ Timeline & Experience

2025

  • Aug | πŸ“ˆ M-able λ£°ν‹΄: AI 투자 μŠ΅κ΄€ μ½”μΉ­ μ„œλΉ„μŠ€ (KB AI Challenge)
    • 금육 λ‰΄μŠ€ 데이터 μ „μ²˜λ¦¬ 및 투자 μŠ΅κ΄€ 뢄석 νŒŒμ΄ν”„λΌμΈ 섀계
    • RapidFuzz + KoBART μ„€κ³„λ‘œ API λΉ„μš© 절감 및 데이터 μ •ν•©μ„± 확보
    • GitHub
  • Jul | πŸ‡ΊπŸ‡Έ USC SW Pioneer Program (Los Angeles, USA)
    • Data Science, AI, ML ꡐ윑 κ³Όμ • 수료 (90μ‹œκ°„)
    • [Award] USC IMSC Hackathon 3μœ„ μˆ˜μƒ (Road Defect Detection with YOLOv12)
    • GitHub
  • Mar β€” Jun | ✈️ κ΅ν™˜ν•™μŠ: κ΅ν™˜ν•™μƒ 정보 곡유 ν”Œλž«νΌ (Capstone Design)
    • AWS EC2/RDS/S3 기반 μ„œλ²„ μ•„ν‚€ν…μ²˜ 섀계 및 ꡬ좕 (Backend) GitHub
    • κ΅ν™˜ν•™μƒ κ΄€λ ¨ λΉ„μ •ν˜• 데이터λ₯Ό μˆ˜μ§‘Β·μ •μ œν•˜μ—¬ μ •ν˜• λ°μ΄ν„°μ…‹μœΌλ‘œ ꡬ좕 (Data) GitHub
  • Jan β€” Feb | πŸ›οΈ μ„œμšΈμ‹œμ²­ 챗봇 ν•™μŠ΅ 데이터 ꡬ좕 (Administrative Assistant)
    • 민원 이메일(.eml) μ •μ œ μžλ™ν™” 및 챗봇 QA 데이터셋 ꡬ좕
    • TF-IDF 및 Regex ν™œμš© κ²½λŸ‰ν™” 필터링 둜직 κ΅¬ν˜„
    • GitHub

2024

  • Aug β€” Sep | πŸ›‘οΈ KISA AI λ³΄μ•ˆκ΄€μ œ 전문인λ ₯ μ–‘μ„± κ³Όμ • (Training)
    • μ •λ³΄λ³΄ν˜Έ, SIEM/SOAR 및 AI μœ„ν˜‘ 탐지 기술 ν•™μŠ΅ κ³Όμ • 수료 (200μ‹œκ°„)
    • 졜우수 μˆ˜λ£ŒμƒπŸ₯‡ μ„ μ • 및 μƒŒν”„λž€μ‹œμŠ€μ½” κΈ€λ‘œλ²Œ 기술 μ—°μˆ˜ μ„ λ°œ
  • Jan β€” May | βš–οΈ LawBase: 법λ₯  사건 관리 μ›Ή DB μ‹œμŠ€ν…œ (IIT Project)
    • λ³΅μž‘ν•œ 법λ₯  μ—”ν‹°ν‹°(사건, λ³€ν˜Έμ‚¬, 법원)의 μ •κ·œν™”λœ RDB μŠ€ν‚€λ§ˆ 섀계 (MySQL)
    • EXPLAIN μ‹€ν–‰ κ³„νš 뢄석 및 볡합 인덱슀 적용으둜 쿼리 쑰회 μ„±λŠ₯ μ΅œμ ν™”
    • GitHub
  • Jan β€” May | πŸ‡ΊπŸ‡Έ IoT Hub: μ‹€μ‹œκ°„ μž₯치 μ œμ–΄ μ‹œμŠ€ν…œ (IIT Project)
    • MQTT, WebSocket 기반 μ‹€μ‹œκ°„ μ–‘λ°©ν–₯ 톡신 μ„œλ²„ ꡬ좕 (Java, Spring Boot)
    • λ©€ν‹° μŠ€λ ˆλ“œ ν™˜κ²½ λ™μ‹œμ„± μ œμ–΄ 및 90% μ΄μƒμ˜ Test Coverage 달성

2022 β€” 2023

  • 2023 Mar β€” Jun | 🐧 Linux System Programming Projects (System Programming, C)

    • File Backup & Recovery Program: md5/sha1 ν•΄μ‹œ 기반 쀑볡 검증과 백업·볡ꡬ CLI κ΅¬ν˜„ (C, File I/O)
    • Automated Grading System: 학생 λ‹΅μ•ˆκ³Ό μ •λ‹΅ 디렉토리 비ꡐλ₯Ό ν†΅ν•œ 점수 μ‚°μΆœ 및 CSV 성적 관리 (C)
    • System Resource Monitoring Tool: CPU, λ©”λͺ¨λ¦¬, ν”„λ‘œμ„ΈμŠ€ μƒνƒœλ₯Ό 주기적으둜 μˆ˜μ§‘ 및 λ‘œκ·Έν™”ν•˜λŠ” λ¦¬λˆ…μŠ€ λͺ¨λ‹ˆν„°λ§ ν”„λ‘œκ·Έλž¨
    • GitHub

  • 2022 Sep β€” Dec | πŸ“± 링크폴더: 링크 μ €μž₯ 및 곡유 μ„œλΉ„μŠ€ (iOS Project)

    • κ²½λŸ‰ μ΅œμ ν™” 링크 μ €μž₯ κΈ°λŠ₯ κ΅¬ν˜„ (Swift)
    • GitHub

  • 2022 Jul β€” Aug | 🎡 ARTISTACK: μŒμ•… ν˜‘μ—… ν”Œλž«νΌ (UMC Project)

    • Short-form 기반 UI/UX 섀계 및 iOS ν΄λΌμ΄μ–ΈνŠΈ 개발
    • [Award] UMC Demo Day μ΅œμš°μˆ˜μƒ μˆ˜μƒ
    • GitHub

πŸ† Awards & Certifications

Awards

  • 3rd Place | USC IMSC Hackathon (2025.07) [πŸ”— News]
  • μ΅œμš°μˆ˜μƒ | 개발 μ—°ν•© 동아리 UMC Demo Day (2022.08)

Certifications

  • SAP S/4HANA Cloud Private Edition, Financial Accounting | SAP (2025.12)
  • SAP S/4HANA Cloud Private Edition, Sourcing and Procurement | SAP (2025.12)
  • μ •λ³΄μ²˜λ¦¬κΈ°μ‚¬ | ν•œκ΅­μ‚°μ—…μΈλ ₯곡단 (2025.12)
  • Back-End Developer - ABAP Cloud | SAP (2025.12)
  • OPIC (IH) | ACTFL (2025.08)
  • TOPCIT (Level 3) | μ •λ³΄ν†΅μ‹ κΈ°νšν‰κ°€μ› (2025.05)
  • SQLD | ν•œκ΅­λ°μ΄ν„°μ‚°μ—…μ§„ν₯원 (2024.12)
  • ADsP | ν•œκ΅­λ°μ΄ν„°μ‚°μ—…μ§„ν₯원 (2024.11)
  • MOS Excel 2016 Expert | Microsoft (2021.06)

πŸŽ“ Education

  • Soongsil University | Computer Science & Engineering (2021.03 ~ Current)
  • Illinois Institute of Technology | Visiting Student (2024.01 ~ 2024.05)

🧩 Problem Solving

Pinned Loading

  1. lawbase-database-website lawbase-database-website Public

    IIT CS425 Database Organization Project - Lawbase Database Website

    Python

  2. open_project_link_moa_client open_project_link_moa_client Public

    링크폴더: 쉽고 νŽΈν•œ 링크 μ €μž₯ 및 곡유 μ„œλΉ„μŠ€

    Swift 1

  3. Seoul-QA-DataBuilder Seoul-QA-DataBuilder Public

    μ„œμšΈ 열린데이터 κ΄‘μž₯의 μ§ˆμ˜μ‘λ‹΅ 데이터λ₯Ό μ •μ œν•˜κ³  ν•™μŠ΅ 데이터셋을 κ΅¬μΆ•ν•©λ‹ˆλ‹€.

    Python

  4. Road-Damage-Detection Road-Damage-Detection Public

    Forked from 2025IMSC-Hackathon-CRACKPINK/Road-Damage-Detection

    Road damage detection model and application for 2025 IMSC Hackathon by USC

    Jupyter Notebook