Summary
Overview
Work History
Education
Skills
Research Interests
Paper
Awards
Timeline
Generic
Yuna Shin

Yuna Shin

Undergraduate Student
Suwon

Summary

I am interested in Human-AI Interaction. Through research lab and company internships, as well as various club activities, I have built strong engineering skills and a creative way of solving problems.

I am good at looking at problems from new angles and finding innovative solutions.

Overview

4
4
years of professional experience
24
24
years of post-secondary education

Work History

Research Student

Efficient Learning Lab, POSTECH
01.2025 - Current
  • Survey Research on Test-Time Scaling for Enhancing LLM Reasoning Performance
  • Research on Compressing CoT Reasoning Chains of LLM
  • Research on Self-Improvement of LLM

Intern, AI Product Developer

AI Solution Planning2, Naver Cloud
07.2024 - 12.2024
  • Planning and Research for the "Clova CareCall" Service to Address the Issue of Solitary Death Among the Elderly
  • CareCall Voice Conversation Design
  • Prompt Engineering Guidelines Development
  • Proposal for Implementing a Voice Filter to Improve Call Quality

Intern, Verification Software

Chips&Media
03.2022 - 03.2023
  • Software test management
  • Test Automation Python/Shell Script Writing and Program Development
  • Hardware Board Management and Maintenance

Research Student

Information Systems Lab, Hongik University
06.2021 - 12.2021
  • Genome compression algorithm analysis(C++) and research

Education

Bachelor of Science - Computer Engineering

Hongik University
04.2001 - Current

Start-up Crash Course

Technical University of Berlin
Germany
08-2024

Skills

Python, Pytorch

Research Interests

  • Efficient LLM Reasoning
  • Self-refinement
  • Learning from mistakes

Paper

  • Improving EEG Classification Model Performance with a Transformer-Based Two-Phase Training Approach (대한전자공학회, 2024)

Awards

  • 우수학생논문상, 대한전자공학회(IEIE), 2024
  • 사회문제해결해커톤, Yonsei-KAPS, 2024
  • 홍익대학교 창업경진대회 우수상, Hongik University, Korea, 2023

Timeline

Research Student

Efficient Learning Lab, POSTECH
01.2025 - Current

Intern, AI Product Developer

AI Solution Planning2, Naver Cloud
07.2024 - 12.2024

Intern, Verification Software

Chips&Media
03.2022 - 03.2023

Research Student

Information Systems Lab, Hongik University
06.2021 - 12.2021

Bachelor of Science - Computer Engineering

Hongik University
04.2001 - Current

Start-up Crash Course

Technical University of Berlin
Yuna ShinUndergraduate Student