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js4484821266/README.md

👋 About Me

class YezuYi:
    name    = "Yezu Yi (이예주)"
    focus   = ["Machine Learning", "Data Science", "AI"]
    langs   = ["Python", "C", "C++"]
  • 🔭 Exploring Machine Learning and AI applications
  • 🌱 Currently deepening knowledge in Deep Learning
  • 🏆 LG Aimers 5th Program alumnus (2024)
  • 🎓 Mathematics for ML Specialization — Imperial College London (Coursera)


🛠️ Tech Stack & Tools

💻 Languages

Python C C++

🤖 Data Science & ML

Pandas NumPy Scikit-Learn Jupyter

⚙️ Tools & Platforms

VS Code GitHub


🚀 Featured Projects

Event-driven AI conversation prototype experimenting with conversation timing control

WIP TypeScript React Node.js Socket.IO

  • AI prototype focused on conversation timing control rather than response content
  • Experiments with proactive speech structure where the AI initiates conversation
  • Interprets user silence and mid-input states as context
  • React + Node.js + Socket.IO + Local LLM full-stack

One-click multimodal article summarizer Chrome extension (graduation project)

Python Chrome

  • Delivers multimodal summaries of articles with a single click
  • Handles composite content including text, images, and more
  • Team-developed graduation project

Live web demo

WIP Demo

  • Live web application deployed on GitHub Pages
  • Provides an interactive demo

🔢 ZZQQCC

C++ arbitrary-precision integer library

WIP C++ Visual Studio

  • Implements the ZZ class named after ℤ (the set of integers) in mathematics
  • Supports signed arbitrary-size integer arithmetic
  • Full implementation of arithmetic, bitwise, and comparison operators
  • Internally uses a base-2^(8·sizeof(uint)) digit system

Scraper that automatically converts Pealim.com Hebrew data into Anki flashcards

Python BeautifulSoup

  • Scrapes Hebrew verb conjugations, noun declensions, adjectives, and more
  • Reduces manual entry time by 53.76% (3917s → 1811s)
  • Respects robots.txt and applies a 1-second request rate limit
  • Ready to import in Anki tab-separated format

🏆 GitHub Trophies


🎖️ Awards & Recognition

🗓️ Year 🏅 Achievement 📝 Details
2019 🥈 Academic Excellence Scholarship Ranked 2nd in department/year
🎓 Sangji University
2021 🥉 CNU Creative SW Festival DevDay Encouragement Award
✨ Solved 3/4 problems in Python

📚 Certifications & Training

📐 Mathematics for Machine Learning Specialization

Imperial College London (Coursera)

Mathematics

  • ✅ Linear Algebra
  • ✅ Multivariate Calculus
  • ✅ PCA & Dimensionality Reduction

🎯 LG Aimers 5th (2024)

AI/ML Training Program

AI Training

  • ✅ Machine Learning Fundamentals
  • ✅ Model Development
  • ✅ Real-world Applications

📈 GitHub Stats



Last Updated

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  1. turinglet turinglet Public

    사람처럼 먼저 말을 걸 수 있는 AI를 목표로, 답변 내용보다 대화 타이밍 제어를 실험하는 이벤트 기반 AI 대화 프로토타입

    TypeScript

  2. news_summary_system news_summary_system Public

    Forked from hojunleeWeb/news_summary_system

    졸업 프로젝트 - 멀티 모달 데이터를 활용한 기사 요약 챗봇 시스템

    JavaScript

  3. ZZQQCC ZZQQCC Public

    Library for big & extended numbers in C++.

    C++

  4. pealim-to-anki pealim-to-anki Public

    Crawling Pealim.com to Anki notes.

    HTML