Minji
Kim
MS in Artificial Intelligence · Sungkyunkwan University
I am a graduate researcher working on memory and reasoning in large language models. My current focus is on constructing hierarchical memory trajectories in LLMs and improving complex reasoning for knowledge graph question answering. I am also passionate about building AI systems that feel human — from webtoon chatbots to AI companions.
Projects
Toonteract
LLM-powered webtoon character chatbot platform using multimodal image and text data for immersive reader experiences.
LLM Memory Trajectory
Developing novel approaches for constructing hierarchical memory trajectories in large language models. (Ongoing MS thesis)
Electricity Demand Forecasting
Built models predicting electricity demand per 5 minutes using ARIMA, SARIMA, and LSTM with meteorological features.
Stock Prediction · ARGO
Stock prediction using AutoRegression with Google search trend data. Compared ARGO model against multiple baselines.
Anime Recommendation System
Content-based filtering recommendation system built by scraping reader taste data from Laftel, a Korean anime streaming platform.
Education
Master of Science in Engineering Artificial Intelligence
Sungkyunkwan University · Seoul, South Korea
Researching memory trajectories in LLMs and knowledge graph question answering.
Member of Learn Data Lab.
Bachelor of Economics and Engineering
Sungkyunkwan University · Seoul, South Korea
Double major in Statistics and Computer Science & Engineering.
GPA 4.17 / 4.50 · Magna Cum Laude · Scholarship for Academic Excellence (Spring 2021)
Certificates: ADSP, SQLD
Exchange Student Program
University of Sheffield · Sheffield, United Kingdom
Computer Science modules: Text Processing, Speech Processing, Data Driven Computing, Web and Internet Technology.
Participated in Korean–English language exchange (Tandem Program).
Contact
I'm open to research collaborations, internship opportunities, and general conversations about AI.