About Me

I am currently pursuing the M.S. degree in Computer Engineering at Kwangwoon University, which I began in September 2025. I am a member of the Bio-Computing & Machine Learning Laboratory (BCML), where I work under the supervision of Prof. Cheolsoo Park.

My research interests include deep learning, time series analysis, and LLM agent systems. I am especially interested in turning research ideas into interpretable, inspectable, and usable software systems.

Deep Learning Time Series Analysis LLM Agent Systems Interpretable AI

Education

Current

M.S. in Computer Engineering

Kwangwoon University

Sep 2025 - Feb 2027 (Expected)
  • Advisor: Prof. Cheolsoo Park
  • Laboratory: Bio-Computing & Machine Learning Laboratory (BCML)
  • GPA: 4.25 / 4.5

B.S. in Computer Engineering

Kwangwoon University

Mar 2022 - Aug 2025
  • Department: Computer Engineering Major, School of Computer and Information Engineering
  • GPA: 4.08 / 4.5
  • Graduation Project: Video-Audio Multimodal Infant Cry Detection for Smart Baby Bed

Research Experience

Current

BCML Lab Member

Kwangwoon University

Jan 2024 - Present
  • Laboratory: Bio-Computing & Machine Learning Laboratory (BCML)
  • Focus: Deep learning for time series forecasting and LLM agent systems
  • Scope: Ongoing graduate research and implementation work in practical AI systems
  • Research Project: SNN-based lightweight multimodal LLM design for dynamic object-catching robotic arm research
  • Role: Principal Investigator
  • Sponsor: National Research Foundation of Korea (NRF)
  • Project Period: Sep 2025 - Aug 2026

AI Research Intern

Electronics and Telecommunications Research Institute (ETRI)

Jul 2025 - Aug 2025
  • Division: Fiscal and Economic Policy Intelligence Research Center, AI Research Laboratory
  • Project: LangGraph-based multi-agent workflow for construction cost document analysis
  • Contribution: Designed and implemented a LangGraph-based four-agent LLM workflow in a two-person team with a supervising researcher, adding an LLM verification stage on top of the existing rule-based parser

Activities & Leadership

RE:CODER

Jan 2024 - Dec 2024

Leader and Mentor

Led RE:CODER, a Computer Engineering department academic study group of about 50 members, for one year. Refined the group’s operating rules and sub-group structure, and planned and ran major-course mentoring sessions for junior students during each vacation.

Organized study materials, operating procedures, and handoff notes in Notion so they could be passed clearly to the next cohort.

Honors & Certifications

Awards & Honors

Dec 2025

Embedded Software Contest

Silver Award, Industry-Academia Project Track

2025 Spring

Kwangwoon University Academic Excellence Scholarship - Bima

Awarded to an academically outstanding student (Top 10%)

Dec 2024

Hana Digital Power On Project (3rd Cohort)

Excellence Award, Hana Financial Group

Aug 2024

TECH4GOOD Hackathon

Excellence Award, SK Telecom & Hana Financial Group

2023 Fall

Kwangwoon University Academic Excellence Scholarship - Bima

Awarded to an academically outstanding student (Top 10%)

2022 Fall

Kwangwoon University Academic Excellence Scholarship - Chambit

Awarded to an academically outstanding student (2nd rank)

Certifications & Test Scores

Sep 2026

TOEIC Speaking IH (150)

English speaking proficiency

Mar 2026

SQLD

SQL Developer, Korea Data Agency

Aug 2025

NVIDIA DLI - Fundamentals of Deep Learning

Certificate of Competency, NVIDIA Deep Learning Institute

Jun 2025

ADsP

Advanced Data Analytics Semi-Professional, Korea Data Agency

Apr 2025

TOEIC 910 / 990

English proficiency score