Overview
Work History
Education
Skills
Websites
Projects
Awards and Honors
Research Interest
Others
Timeline
Generic

HYUNGJOON LEE

Undergraduate Student
Seoul

Overview

1
1
year of professional experience

Work History

Teacher's Assistant

Department of Computer Science, Dongguk University
03.2025 - Current
  • Conducted classroom activities, tutoring, and reviewing work.
  • grading assignments, providing constructive feedback to students based on results.
  • Assisted students with their questions during lab sessions

Research Intern

Aritificial Intelligence Lab, Dongguk University
09.2024 - Current
  • Literature Review: Conducted a thorough review of related studies and literature to support the submission of industry-academia collaboration research projects.
  • Lab Seminar Participation: Attended weekly AI lab seminars and actively participated in periodic presentations to share and discuss the latest research trends.
  • Research Paper Analysis and Methodology Acquisition: Analyzed research papers to understand experimental designs and methodologies, gaining a deeper understanding of research approaches.

Education

Integrated Bachelor's And Master's Program - Computer·AI

Dongguk University
Seoul
03.2020 - Current

Bachelor - Computer Science

Dongguk University
Seoul
03.2020 - Current

04.2001 -

Skills

  • Programming Language : Python, C
  • Frameworks : Tensorflow, Sklearn, Keras, XGBoost, Transformer, Docker, FastAPI
  • Domains : Machine Learning, Deep Learning, NLP, MLOps

Projects

  • Semantic-based Automated Feature Engineering for Few-shot Tabular Learning (Jan.22, 2025 ~ Ongoing)

     - Personal Research, Aiming for academic conference(KCC 2025) submission

     - Research on automated feature engineering using LLM

     - Current Status: Doting experiments and Writing the initial version of the paper


  • Elderly Dementia Forecasting via Multimodal Data Integration (Sep.02, 2024 ~ Ongoing)

     - Industry-University collaboration project for the comprehensive design course

     - An app-based service that predicts dementia in elderly individuals using multimodal data, combining biometric signal data (time-series) and lifestyle data (tabular data)

     - Current Status: service implementation stage

     - Team size: 4 members


  • VERO: A web platform that prevents data leaks by detecting risky LLM API calls. (Jan.20, 2025 ~ Mar.07, 2025)

     - Participation in "5th Information Security SW Web/App Development Contest"

     - Tasks: Data collection and preprocessing, model development and fine-tuning, model testing and evaluation, deployment and serving

     - Team size: 4 members


  • FILM'E: A web platform to discover, share, and document experiences at independent movie theaters. (Apr.07, 2024 ~ Jun 17, 2024)

     - Open Source Project in Public Software Course

     - Tasks: Implemented user features, social login, and my page. Backend deployment

     - Team size: 4 members

Awards and Honors

  • Top 5% of participants in LG Aimers 6th ML Competition(Mar. 2025)
  • Top 10% of participants in LG Aimers 5th ML Competition(Sep. 2024)
  • Academic Excellence Scholarship, Dongguk University, Korea (Sep. 2021)
  • Academic Excellence Scholarship, Dongguk University, Korea (Sep. 2020)

Research Interest

Large Language Model

Natural Language Processing

Meta-Learning

Multimodality

Others

English : TOEIC 800 (Intermediate)

Timeline

Teacher's Assistant

Department of Computer Science, Dongguk University
03.2025 - Current

Research Intern

Aritificial Intelligence Lab, Dongguk University
09.2024 - Current

Integrated Bachelor's And Master's Program - Computer·AI

Dongguk University
03.2020 - Current

Bachelor - Computer Science

Dongguk University
03.2020 - Current

04.2001 -

Similar Profiles

CREATE PROFILE
HYUNGJOON LEEUndergraduate Student