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  • Dongguk University

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Achievements

Achievement: Pull Sharkx2Achievement: YOLOAchievement: Quickdraw

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yewoonn/README.md

Hi there! I'm Yewon Han.

  • ๐ŸŒฑ Focused on socially impactful technology.
  • ๐ŸŽ“ Studying Computer Science Engineering at Dongguk University.
  • โœจ Connecting people and AI for real-world solutions.

๐Ÿš€ Projects

1. DiSPA: Differential Substructure-Pathway Attention for Drug Response Prediction

: Built and optimized a pathway-aware drug response prediction model with differential cross attention


2. Designing an Accessible Kiosk System with Screen Reader Support for the Visually Impaired

: Led to design a screen readerโ€“friendly ordering system, Conducted on-site user interviews at institutions

  • Patent application submitted (awaiting review)

3. Developing Accurate and Trustworthy Machine Learning Force Fields for Battery Material Simulations

: Improved MACE framework by incorporating edge-variant graph filter

  • Ranked within top 10% in Samsung MLFF Challenge (Dacon)

๐Ÿ“ Certifications

  • SQL Developer(SQLD), Korea Data Agency
  • Level 2 Certificate in Intellectual Property Competency, Korea Invention Promotion Association
  • Engineer Information Processing, Human Resources Development Service of Korea

๐ŸŒฑ Mentoring

  • 2024~2025 IT Mentoring Program Instructor for Special Education (Gyeongin, Gwanghui middle/Gyeong-dong high school)
  • 2023 Youth Program Planner & Mentor (Seoul Gangbuk Youth Center)

๐Ÿ’ฌ Contact Me

Pinned Loading

  1. DiSPA DiSPA Public

    Forked from sslim-aidrug/DiSPA

    Differential Substructure-Pathway Attention for Drug Response Prediction

    Python 1

  2. AFFLEs/WatchOut-Client AFFLEs/WatchOut-Client Public

    WatchOut: Wearable IoT-based traveler safety monitoring service

    JavaScript

  3. 2024_Samsung-MLFF-Challenge 2024_Samsung-MLFF-Challenge Public

    Developing Accurate and Trustworthy Machine Learning Force Fields for Battery Material Simulations

    Python 2 1

  4. 2024-DREAM-challenge 2024-DREAM-challenge Public

    Deep Learning for Odor Similarity Prediction in Molecular Mixtures

    Python 1 1

  5. FlipWallet FlipWallet Public

    Forked from jeonkwanghwi/DataBase_flipWallet

    ์ง€์ถœ ๋ชฉํ‘œ ๊ฐ€๊ณ„๋ถ€ FLIP WALLET (2024-2 ๋ฐ์ดํ„ฐ๋ฒ ์ด์Šค ์„ค๊ณ„ ํ”„๋กœ์ ํŠธ)

    Python