Seo Hyun Aum
Hey there! Welcome to my portfolio. Feel free to look around my projects, CV, and contact me if you have any questions!
projects
Anti Scam Website Detection 🤖
  • Designed a supervised learning model for fraudulent website detection, using tree based feature selection and the random forest algorithm for training
  • Utilized Python and relevant libraries (e.g., scikit-learn, pandas, numpy) to build and train the Random Forest model.
  • Improved algorithm by testing feature selection techniques and reduced underfitting, leading to over 40% increase in accuracy
Plantomo 🌱
  • Developed an iOS Unity game focused on educating children on local plants as a part of GDSC 2023.
  • Designed and implemented game features to enhance the educational value and fun of the game.
  • Scripted basic features in C# along with four team members to implement basic game features and tasks.
  • Skills: Unity game development, scripting, animation, UI/UX design
MatDeepLearn 🌥
  • Visualized and interpreted graph neural network embeddings to improve understanding of MatDeepLearn.
  • Researched relevant ML architectures, training methods, and datasets to improve accuracy and reduce costs.
  • Trained graph neural network prototypes to be utilized for inverse design.
Restaurant Supply Express! Drone Delivery 🍜
  • Developed an object-oriented program in Java and SQL database modeling a restaurant supply application powered with drones leading a team of 4.
  • Constructed enhanced entity–relationship model, domain class, design class, sequence, and use case diagrams.
  • Applied SOLID and GRASP design principles and query writing skills to maximize efficiency.
experiments
earl grey ☕
  • Google chrome extension theme in pastel beige and brown colors.
  • Available in Chrome Web Store!
pink ripples 💕
  • Google chrome extension theme in pastel pink, featuring a gorgeous wallpaper with pink ripples.
  • Available in Chrome Web Store!
curriculum vitae

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about me

Hobbies

  • Typing / Mechanical Keyboards! Check out my profile↗ at monkeytype
  • Reading! (Fantasy, Sci Fi, Modern Literature)
  • Graphic Design

Other Portfolios!

Languages I speak

  • Korean
  • English
  • Spanish
  • Japanese