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daeun6/README.md

About Daeun Song πŸ˜„



I'm a passionate researcher in the field of AI ethics and security, currently pursuing a Master's student in the Department of Electrical and Computer Engineering, College of Information and Communication Engineering, Sungkyunkwan University. I have experience in machine learning, deep learning, and reinforcement learning, and is currently focusing on AI security, including privacy protection and ethical applications of vision technologies.

Education

2025.08 ~ 2027.08

🏫 M.S in Sungkyunkwan University

2021.03 ~ 2025.02

🏫 B.S in Information Security Double majored in Data Science (GPA: 4.11 / 4.5), Seoul Women's University

Awards

πŸ† Finalist in Wave it School Hackathon(λ³Έμ„  μž…μ„ ) / Aug 2022
πŸ† Excellence Award in Programming GURU2 (μ΅œμš°μˆ˜μƒ) / Feb 2023
πŸ† Grand Prize in PBL Evaluation Conference (λŒ€μƒ) / Dec 2023
πŸ† Grand Prize in Personal Information Protection Project (λŒ€μƒ) / Feb 2024

Papers

πŸ“œ Agent Learning Using Self-play Techniques in a Competitive Environment : DQN Algorithm

  • ν•œκ΅­λ©€ν‹°λ―Έλ””μ–΄ν•™νšŒ κ΅­λ‚΄ ν•™μˆ λŒ€νšŒ

πŸ“œ Anomaly Detection of Deepfake Audio Based on Real Audio using Generative Adversarial Network Model

  • IEEE ACCESS (SCI Paper)

Certificates πŸ“

  • Certified Internet Ethics Instructor / Dec 14, 2021
  • Driver’s License / Aug 2022
  • Engineer Information Processing Certification / Sep 10, 2024

Project Summary (Subject | Skill | Role)

AhnLab Website Copycat (Programming GURU1)

  • 2021.06 ~ 2021.08 | HTML & CSS, Python | Developer

Development of a Safe Secondhand Marketplace for Women (WaveIT School Hackathon)

  • 2022.07 ~ 2022.08 | Spring Boot, SQLite | Developer

Book Reading Log App Development (Programming GURU2)

  • 2022.12 ~ 2023.02 | Android Studio, SQLite | PM, Developer

Deepfake Audio Detection using Anomaly Detection Model-based GAN (PBL)

  • 2023.03 ~ Present | TensorFlow | PM, Data Scientist

AI-based Research for Drone Safety (Undergraduate Research Program)

  • 2023.04 ~ Present | Document Research

Optimization of Self-Play Agent Performance

  • 2023.06 ~ 2023.12 | Unity | Data Scientist

Fall Detection App for Preventing Solitary Deaths of Elderly (Solution Challenge 2024)

  • 2023.12 ~ 2024.02 | Raspberry Pi, Firebase | PM, Data Scientist

Implementation of an E-commerce Product Semantic Search Engine (Industry-Academic Collaboration Project)

  • 2024.03 ~ 2024.04 | Docker, Elasticsearch | PM, Data Scientist

Pinned Loading

  1. 2024-Graduation-products 2024-Graduation-products Public

    Jupyter Notebook

  2. 2023-Programming-GURU2 2023-Programming-GURU2 Public

    Kotlin

  3. 2024-Elderus-SolutionChallenge 2024-Elderus-SolutionChallenge Public

    Forked from GDG-SWU/2024-Elderus-SolutionChallenge

    Google Solution Challenge

    Jupyter Notebook

  4. SemanticSearchWithRanker SemanticSearchWithRanker Public

    Forked from YEERRIn/SemanticSearchWithRanker

    λž­ν‚Ήν•¨μˆ˜ 기반 μ‹œλ§¨ν‹± μ„œμΉ˜ ν”„λ‘œμ νŠΈ

  5. SemanticSearch_Project SemanticSearch_Project Public

    Forked from alfks/SemanticSearch_Project

    쒋은 벑터 λ§Œλ“€κΈ°

    Jupyter Notebook

  6. GDG-SWU/2023-AI-ML-study GDG-SWU/2023-AI-ML-study Public

    AI/ML μ‹€μŠ΅ μ½”λ“œ

    Jupyter Notebook