about

Hi, I'm Chaeyoung Lee.

I work at the intersection of security and machine learning — currently a researcher at SNSec Lab, Sookmyung Women's University.

Interests

  • Core Tech — Deep Learning, NLP
  • Security — Data-driven Security, Intrusion Detection
  • Safety & Trust — Adversarial Machine Learning, Automotive Security
  • Emerging Interests — Data Poisoning, Machine Unlearning

Education

  • MS

    Master's student, Division of Artificial Intelligence Engineering

    Sookmyung Women's University

    Sep 2026–Current · GPA 4.5/4.5 · Advisor: Prof. Seonghoon Jeong

  • BS

    B.S., Division of Artificial Intelligence Engineering Early Graduation

    Sookmyung Women's University (minoring in Big Data)

    Mar 2023–Aug 2026 · GPA 4.45/4.5 · Advisor: Prof. Seonghoon Jeong

Skills

  • Languages — Python, Java
  • ML & Data — PyTorch, scikit-learn, Pandas, Polars
  • Backend & Infra — Spring Boot, AWS, Docker, Linux

Affiliation & Activities

202420252026
SNSec Lab Mar 2025 – Current
Snorose Feb 2025 – Jan 2026
SOLUX Mar 2024 – Feb 2025
Ggumim-eomneun Salamdeul Feb 2024 – Oct 2024
Math Instructor May 2023 – Dec 2024
Role / activity Project — click a dot
  • Researcher, SNSec Lab (Sookmyung Women's University) · Mar 2025–Current
  • DevOps Engineer, Snorose (a Sookmyung Women's University community platform) · Feb 2025–Jan 2026
    • Maintained scalable AWS infrastructure and CI/CD pipelines using GitHub Actions.
    • Built real-time monitoring systems (Prometheus, Grafana, Loki).
    • Cost measurement and optimization via automated Discord bots.
    • Review on DevOps activities ↗
  • Backend Developer, SOLUX (Sookmyung Women's University SW development club) · Mar 2024–Feb 2025
  • External Affairs Deputy Head (대외사업부 차장), Ggumim-eomneun Salamdeul (꾸밈없는사람들 · People Without Pretense) · Feb 2024–Oct 2024
    Details
    • A non-profit dedicated to helping students discover their aptitudes and future career paths.
    • Designed and facilitated interactive mentoring programs combining lectures and hands-on workshops, focusing on self-discovery and vision building rather than traditional academic tutoring.
  • Math Instructor (private tutoring) · May 2023–Dec 2024

Certificates

  • KDATA

    ADsP (Advanced Data Analytics Semi-Professional)

    한국데이터산업진흥원

    발행일: 2025년 12월

  • KDATA

    SQLD (SQL Developer)

    한국데이터산업진흥원

    발행일: 2025년 4월

  • AWS

    AWS Certified AI Practitioner

    Amazon Web Services (AWS)

    발행일: 2025년 4월

|