Hello, my name is Jisu Yeo. I recently graduated from Pusan ​​National University with a bachelor's degree in Computer Science and Engineering, and I hope to become a Researcher in the field of artificial intelligence.

My research interest is Time Series Analysis.
Here's my tech blog 👉🏻 https://velog.io/@diduya

SAILab, KAIST AI

• Advisor: Professor Jaesik Choi
• 2024 Summer KAIST AI Research Internship KAIRI in-person research participation (2024.07 ~ ing)
• Forecasting Regional House Price Index (2024.10 ~ ing)
• Conformal Prediction for Time Series (2025.01 ~ ing)
• Change Point Detection in Non-Stationary Time Series: A Brownian Motion Approach (Assisting a PhD Mentor 2024.08 ~ 2024.09)
• Review of Trend Filtering Papers and Definition of Problems Related to Abrupt Changes and Extreme Values (2024.07)

DILab, POSTECH CSE

• Advisor: Professor Hwanjo Yu
• 2023 Winter Undergraduate Research Fellowship WURF online research participation (2024.01 ~ 2024.02)
• "Input initialization for inversion of neural networks using k-nearest neighbor approach" paper reveiw & implementation. (link)
• “Attention is all you need” paper review & Study Transformer & Hugging Face NLP Tutorial. (link)
• RAG(Retrieval-Augmented Generation) paper review and problem definition. (link)

INEEJI Corp.

• AI Engineer Internship (2023.03 ~ 2023.06)
• Project Name: Optimization of 3CGL(Continuous Galvanizing Line) furnace operation.
• Developed XAI models to predict the steel properties and the temperatures of six furnaces.

During undergraduate studies

• Skin Disease Classification and Segmentation
  • 2024.05 ~ 2024.06
  • project link
• Steel Defects Detection and Classification
  • 2023.04 ~ 2023.10
  • Capstone Design (Graduation Project) - Silver Award 🏅
  • project link
• Crime Risk Prediction
  • 2023.07 ~ 2023.08
  • The 2nd Industrial AI Project Competition - Excellence Award 🏅
  • project link
• Barrier-free Smart Shopping Cart
  • 2023.06 ~ 2023.07
  • Hi-MAKER THON - Excellence Award 🏅
  • project link
• UV Index Prediction
  • 2022.06 ~ 2022.08
  • 2022 Weather Big Data Contest
  • project link