Yeonwoo Jeong

< Researcher • Engineer • Optimizer />

<projects>

Personal Projects

// Innovative solutions & cutting-edge tech

</projects>

Janggi Online

{ id: "janggi-online" }
in progress
year:2025

Interactive Korean chess platform featuring AI gameplay, game analysis tools, and traditional aesthetics for learning Korean chess strategies.

features:[
  • "AI opponent with Fairy Stockfish WASM",
  • "Game analysis and review tools",
  • "Traditional Korean design",
  • "Real-time gameplay",
  • "Cultural heritage preservation"
]
techStack:[
"React"
,
"TypeScript"
,
"WebAssembly"
,
"Fairy Stockfish"
,
"Next.js"
,
"Tailwind CSS"
]
links:{
demo: "live"source: "github"
}

ML Fundamentals

{ id: "machine-learning-fundamentals" }
completed
year:2017

Educational repository with hands-on implementations of core ML algorithms using Python and Jupyter Notebooks for learning mathematical foundations.

features:[
  • "Gaussian Expectation-Maximization algorithm",
  • "Gaussian Process regression and classification",
  • "Hidden Markov Model with EM training",
  • "Linear Discriminant Analysis (Fisher)",
  • "Mixture Density Networks implementation",
  • "Matrix Factorization techniques",
  • "Principal Component Analysis from scratch",
  • "Probabilistic Graphical Models",
  • "Probability theorem demonstrations",
  • "Restricted Boltzmann Machines"
]
techStack:[
"Python"
,
"Jupyter Notebook"
,
"NumPy"
,
"SciPy"
,
"Matplotlib"
,
"HTML"
]
links:{
source: "github"
}