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Achievement: Pull Sharkx2Achievement: YOLO

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Achievement: Pull Sharkx2Achievement: YOLO

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Jenny5789/README.md

์ตœ์ด์žฌ | Jenny Choi

DATA & AI DEVELOPER

๐Ÿ—‚ Projects ยท ๐Ÿ“š Study ยท ๐Ÿงฉ Mini Projects

๐Ÿ‘‹ About Me

ํ™˜๊ฒฝ๊ณตํ•™์„ ์ „๊ณตํ•˜๊ณ  ํ™˜๊ฒฝ๋ถ„์„ ์—…๋ฌด๋ฅผ ํ•˜๋ฉฐ ๋ฐ˜๋ณต๋˜๋Š” ๋ถ„์„ ์ž‘์—…์„ ๋ฐ์ดํ„ฐ์™€ AI๋กœ ํšจ์œจํ™”ํ•˜๋Š” ์ผ์— ๊ด€์‹ฌ์„ ๊ฐ–๊ฒŒ ๋˜์—ˆ์Šต๋‹ˆ๋‹ค.
์ง€๊ธˆ์€ ํ•œ๊ตญํด๋ฆฌํ…๋Œ€ํ•™ ์ธ๊ณต์ง€๋Šฅ์†Œํ”„ํŠธ์›จ์–ด๊ณผ์—์„œ ๊ทธ ๋ฐฉ๋ฒ•์„ ์ง์ ‘ ๋ฐฐ์šฐ๊ณ  ๋งŒ๋“ค์–ด ๊ฐ€๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.

๐Ÿ›  Tech Stack

Languages Python Java C++ Dart JavaScript HTML5 CSS3
AI & ML PyTorch TensorFlow Keras scikit-learn OpenCV YOLO MediaPipe Hugging Face
Data Pandas NumPy Matplotlib Seaborn Plotly Streamlit
Collection Selenium BeautifulSoup
Backend FastAPI Flask Apache Tomcat
Frontend & App React Vite Flutter PyQt5 Flet
Databases PostgreSQL MySQL SQLite Supabase SQLAlchemy
Deployment Docker Linux Vercel Render Cloudflare Anaconda Git GitHub
Tools VS Code Eclipse Jupyter Google Colab Claude ChatGPT Notion

๐Ÿ—‚ Projects


Image Generation
2026.10 ยท 4์ธ ํŒ€ (ํŒ€์žฅ)

MOA

SAM2 AnyDoor PyTorch FastAPI React
์ƒ์„ฑํ˜• AI ๊ธฐ๋ฐ˜ ์„œ๋น„์Šค ๊ฐœ๋ฐœ ยท AI ๋ชจ๋ธ ์„œ๋น™ ๋ฐ ๋ฐฑ์—”๋“œ ๊ตฌ์ถ•

  • ๊ฐ€์ƒ ํ”ผํŒ… ์›น ์„œ๋น„์Šค (์ƒ์˜ ์ฐฉ์šฉ ๋ฏธ๋ฆฌ๋ณด๊ธฐ)
  • SAM2 ์ƒ์˜ ๋ถ„ํ•  โ†’ AnyDoor ์ฐฉ์šฉ ํ•ฉ์„ฑ
  • ๋ฐฑ์—”๋“œโ€“AI ์—ฐ๋™, ๋น„๋™๊ธฐ ์ž‘์—… ํ, ํ† ํฐ ์ธ์ฆ


Data Pipeline ยท Full-stack
2026.09

SPORTORY

Selenium FastAPI React PostgreSQL
๋ฐ์ดํ„ฐ ์ˆ˜์ง‘ ํŒŒ์ดํ”„๋ผ์ธ ๊ตฌ์ถ• ยท ์›น ์„œ๋น„์Šค ๊ฐœ๋ฐœ ๋ฐ ๋ฐฐํฌ

  • ATP ์„ ์ˆ˜ ๊ธฐ๋ก ยท Biography ํ†ตํ•ฉ ์„œ๋น„์Šค
  • CDP ๊ธฐ๋ฐ˜ API ์‘๋‹ต ์ˆ˜์ง‘, Raw ๋ณด์กด ยท ์ •์ œ ยท UPSERT
  • Gemini ๋ฒˆ์—ญ, ์ˆ˜์ง‘ ์Šค์ผ€์ค„๋ง, Vercel ยท Render ๋ฐฐํฌ


Machine Learning
2026.10

HYROX ๊ธฐ๋ก ๋ถ„์„

Pandas scikit-learn Matplotlib
์ •ํ˜• ๋ฐ์ดํ„ฐ ๋ถ„์„ ยท ๋จธ์‹ ๋Ÿฌ๋‹ ๋ชจ๋ธ๋ง ๋ฐ ๊ฒ€์ฆ

  • ๋Œ€ํšŒ ๊ธฐ๋ก 9๋งŒ ๊ฑด ์ •ํ˜• ๋ฐ์ดํ„ฐ ML ๋ถ„์„
  • K-Means ํŽ˜์ด์Šค ๊ตฐ์ง‘, ํ›„๋ฐ˜ ๊ธฐ๋ก ํšŒ๊ท€ ยท ์™„์ฃผ ๋“ฑ๊ธ‰ ๋ถ„๋ฅ˜
  • ์‹œ์ฆŒ ๋‹จ์œ„ ๋ถ„ํ• , ๋ฐ์ดํ„ฐ ๋ˆ„์ˆ˜ ์ ๊ฒ€, ๊ธฐ์ค€์„  ๋Œ€๋น„ ๊ฒ€์ฆ


Deep Learning
2026.09

์ž‘๋ฌผ ์ด๋ฏธ์ง€ ๋ถ„๋ฅ˜

PyTorch torchvision Docker
๋”ฅ๋Ÿฌ๋‹ ๋ชจ๋ธ ๊ตฌํ˜„ ยท ํ•™์Šต ๋ฐ ์„ฑ๋Šฅ ๊ฐœ์„ 

  • ์ž‘๋ฌผ 3์ข…(๊ณ ์ถ”ยท๋ฐฐ์ถ”ยท์˜ค์ด) ๋ถ„๋ฅ˜ CNN ์„ค๊ณ„
  • ์–ธ๋”์ƒ˜ํ”Œ๋ง, ์ •๊ทœํ™”, ๋ฐ์ดํ„ฐ ์ฆ๊ฐ•, Early Stopping
  • Conv ๋ธ”๋ก ๊นŠ์ด ๋น„๊ต ์‹คํ—˜, Test Acc 97.2%


Computer Vision
2026.09

CourtVision

YOLO11 OpenCV OpenVINO FastAPI
์ปดํ“จํ„ฐ ๋น„์ „ ๊ธฐ๋ฐ˜ ์˜์ƒ ๋ถ„์„ ยท ๋ชจ๋ธ ๊ฒฝ๋Ÿ‰ํ™”

  • ํ…Œ๋‹ˆ์Šค ์˜์ƒ ์„ ์ˆ˜ ์ถ”์  (YOLO11n ยท BoT-SORT)
  • Homography ์ฝ”ํŠธ ์ขŒํ‘œ ๋ณ€ํ™˜, ์ด๋™๊ฑฐ๋ฆฌ ยท ์†๋„ ยท ํžˆํŠธ๋งต
  • INT8 ์–‘์žํ™” (๋ชจ๋ธ 68%โ†“ ยท ์ถ”๋ก  1.7ร—), ๋Œ€ํšŒ ์ผ์ • ํฌ๋กค๋ง


Object Tracking
2026.08

CCTV ๋ถˆ๋ฒ•์ฃผ์ •์ฐจ ํƒ์ง€

YOLOv8 DeepSORT Streamlit
์ปดํ“จํ„ฐ ๋น„์ „ ๊ธฐ๋ฐ˜ ๊ฐ์ฒด ํƒ์ง€ยท์ถ”์  ์„œ๋น„์Šค ๊ฐœ๋ฐœ

  • CCTV ๋ถˆ๋ฒ•์ฃผ์ •์ฐจ ์ž๋™ ํƒ์ง€ ์›น ์•ฑ
  • YOLOv8 ํƒ์ง€ + DeepSORT ์ถ”์ , ROI ๊ธฐ๋ฐ˜ ์ •์ฐจ ํŒ์ •
  • ๊ฐ€๋ฆผ ยท ์นด๋ฉ”๋ผ ํ”๋“ค๋ฆผ ยท ID ์Šค์œ„์นญ ์˜ˆ์™ธ ๋กœ๊ทธ ์ง„๋‹จ ยท ๊ฐœ์„ 


Data Analysis
2026.06

ํ•œ๊ฐ• ์ˆ˜์งˆ ๋ถ„์„

Pandas Plotly Streamlit
๊ณต๊ณต ๋ฐ์ดํ„ฐ ํƒ์ƒ‰์  ๋ถ„์„ ยท ์‹œ๊ฐํ™” ๋Œ€์‹œ๋ณด๋“œ ๊ตฌํ˜„

  • ํ•œ๊ฐ• 5๊ฐœ ์ธก์ •์†Œ 36๊ฐœ์›” ์ˆ˜์งˆ EDA ยท ์‹œ๊ณ„์—ด ๋ถ„์„
  • ์ˆ˜์งˆ ๋“ฑ๊ธ‰(โ… ~โ…ค) ๊ธฐ์ค€ ์ง€์ ๋ณ„ ยท ๊ณ„์ ˆ๋ณ„ ๋น„๊ต
  • ํ•˜๋ฅ˜ ์˜์–‘์—ผ(TN ยท TP) ๋ˆ„์ , ์ง€๋ฅ˜(์„ฑ๋‚ด์ฒœ) ์ตœ๊ณ  ์˜ค์—ผ๋„ ๋„์ถœ


Web ยท Open API
2026.06 ยท 3์ธ ํŒ€

์‚ฐ์ฑ… ON

JavaScript Kakao Map API ๊ธฐ์ƒ์ฒญ API
Open API ์—ฐ๋™ ์›น ์„œ๋น„์Šค ๊ฐœ๋ฐœ

  • ์„œ์šธ ยท ์ œ์ฃผ ์‚ฐ์ฑ… ์ฝ”์Šค ยท ๋ง›์ง‘ ์กฐ๊ฑด๋ณ„ ์ถ”์ฒœ
  • ๊ธฐ์ƒ์ฒญ ๋‹จ๊ธฐ ยท ์ค‘๊ธฐ์˜ˆ๋ณด ํ†ตํ•ฉ 7์ผ ์˜ˆ๋ณด
  • ์นด์นด์˜ค๋งต ๊ฒฝ๋กœ ํ‘œ์‹œ, ๊ฑฐ๋ฆฌ ยท ์†Œ์š” ์‹œ๊ฐ„ ๊ณ„์‚ฐ, ๋ฆฌ๋ทฐ

๐Ÿ“š Study

์ˆ˜์—…๊ณผ ๊ต์žฌ๋กœ ๋ฐฐ์šด ์ด๋ก ์„ ๊ณผ๋ชฉ๋ณ„๋กœ ์ •๋ฆฌํ•˜๊ณ  ์‹ค์Šตํ•œ ๊ธฐ๋ก์ž…๋‹ˆ๋‹ค.

๊ณผ๋ชฉ ๋‚ด์šฉ
Pythonย ย ย Python ์ด๋ก  ๋…ธํŠธ ยท ์ž๋ฃŒ๊ตฌ์กฐ ๊ตฌํ˜„ ยท Flet GUI ์•ฑ ยท ์ฝ”๋”ฉํ…Œ์ŠคํŠธ
Data Analysisย ย ย Data Analysis NumPy ยท Pandas ๊ณต์‹ ๋ฌธ์„œ ๊ธฐ๋ฐ˜ ์‹ค์Šต
Deep Learningย ย ย Deep Learning ๋”ฅ๋Ÿฌ๋‹ ยท ๋จธ์‹ ๋Ÿฌ๋‹ ์ด๋ก  ยท Flask ยท Docker ์‹ค์Šต
Computer Visionย ย ย Computer Vision OpenCV ํŠน์ง•์  ๋งค์นญ ยท ๊ฐ์ฒด ์ธ์‹
Webย ย ย Web HTML ยท CSS ยท JavaScript ์‹ค์Šต
Javaย ย ย Java ๊ธฐ์ดˆ ๋ฌธ๋ฒ• ยท ํด๋ž˜์Šค์™€ ๊ฐ์ฒด ยท ์„œ๋ธ”๋ฆฟ
C++ย ย ย C++ C++ ๊ธฐ์ดˆ ๋ฌธ๋ฒ• ยท ์—ฐ์Šต๋ฌธ์ œ
Linuxย ย ย Linux Linux ๊ธฐ๋ณธ ๋ช…๋ น์–ด ยท VI ์—๋””ํ„ฐ ์‹ค์Šต

๐Ÿงฉ Mini Projects

Student Manager

Student Manager

PyQt5 SQLite

  • ํ•™์ƒ ยท ์„ฑ์  ๊ด€๋ฆฌ ๋ฐ์Šคํฌํ†ฑ ์•ฑ
  • ์„ฑ์  ์ผ๊ด„ ์ €์žฅ ํŠธ๋žœ์žญ์…˜ ยท ๋กค๋ฐฑ

To-Do List

To-Do List

JavaScript localStorage

  • ๊ทธ๋ฃนํ˜• ํ•  ์ผ ยท ๋ฉ”๋ชจ ๊ด€๋ฆฌ ์›น ์•ฑ
  • localStorage ์˜์†ํ™”, ์ƒํƒœ ํ•„ํ„ฐ

Card Quiz

Card Quiz

Flutter Dart

  • ํ”Œ๋ž˜์‹œ์นด๋“œ ๋‹จ์–ด์žฅ ํ•™์Šต ์•ฑ
  • ์ค„ ํŽธ์ง‘๊ธฐ CRUD ์‘์šฉ, ์˜ค๋‹ต ๋ณต์Šต

DFS Maze

DFS Maze

Python Flet

  • ์Šคํƒ ADT ์ง์ ‘ ๊ตฌํ˜„
  • DFS ํƒ์ƒ‰ ๋‹จ๊ณ„๋ณ„ ์‹œ๊ฐํ™”

Engineering Calculator

Engineering Calculator

Python Flet

  • ๊ณตํ•™์šฉ ๊ณ„์‚ฐ๊ธฐ
  • ์ˆ˜์‹ ์ „์ฒ˜๋ฆฌ, ํ—ˆ์šฉ ํ•จ์ˆ˜ ์ œํ•œ eval

๋Œ€๊ธฐ์˜ค์—ผ ๋ถ„์„

๋Œ€๊ธฐ์˜ค์—ผ ๋ถ„์„

pandas matplotlib

  • ์—์–ด์ฝ”๋ฆฌ์•„ ์‹œ๋„๋ณ„ PM2.5 ๋น„๊ต
  • ์—‘์…€ ๋ฐ์ดํ„ฐ ์ •์ œ, ์ „๊ตญ ํ‰๊ท  ๋Œ€๋น„ ์‹œ๊ฐํ™”

Pinned Loading

  1. python python Public

    python,colab

    Jupyter Notebook

  2. CGI_MOA CGI_MOA Public

    ์‚ฌ์šฉ์ž ์ œ๊ณต ๋ฐฐ๊ฒฝ๊ณผ ๊ฐ์ฒด์˜ ํ•ฉ์„ฑ ์ด๋ฏธ์ง€ ์ƒ์„ฑ ๊ตฌํ˜„

    JavaScript 2

  3. SPORTORY SPORTORY Public

    A tennis data service connecting ATP records with player stories.

    Python

  4. hyrox-analysis hyrox-analysis Public

    HYROX ๋Œ€ํšŒ ๊ธฐ๋ก ๋ถ„์„ (EDA โ†’ ์ „์ฒ˜๋ฆฌ โ†’ ๊ตฐ์ง‘ โ†’ ํšŒ๊ท€ โ†’ ๋ถ„๋ฅ˜ โ†’ SQL)

    Jupyter Notebook

  5. cnn-crop-classifier cnn-crop-classifier Public

    PyTorch CNN์œผ๋กœ ์ž‘๋ฌผ 3์ข… ๋ถ„๋ฅ˜ โ€” ์ „์ฒ˜๋ฆฌ๋ถ€ํ„ฐ ํ•™์Šต๊นŒ์ง€ ๊ตฌํ˜„, ๋ชจ๋ธ ๊นŠ์ด ๋น„๊ต ์‹คํ—˜

    Jupyter Notebook

  6. student_manager student_manager Public

    ํ•™์ƒ ์„ฑ์  ๊ด€๋ฆฌ ๋ฐ์Šคํฌํƒ‘ ์•ฑ | Student grade management system | Python + PyQt5 + SQLite

    Python