Overview
Work History
Education
Skills
Timeline
Generic

Dongyeon Park

Software Developer
14, Yeonhui-ro 5-gil, Seodaemun-gu,

Overview

1
1
year of professional experience

Work History

YBIGTA

01.2024 - Current
  • 24th Vice Team Leader of Data Science Team
  • Studied and implemented CV, NLP, and RL research papers as a team.

FakeBusters

YBIGTA & Crowdworks
09.2024 - 12.2024
  • Led the project as team leader, focusing on deepfake detection.
  • Implemented the FakeCatcher(Intel) paper by developing a CNN-based model for PPG signal analysis.

Chat-082

09.2024 - 12.2024
  • Developed backend, database, and RAG for a custom-built PC recommendation chatbot using LangChain.
  • Won the Silver Award at the 2nd Yonsei GenAI Application Competition.

2024 AI Korean Language Proficiency Evaluation

National Institute Of Korean
07.2024 - 09.2024
  • Achieved 2nd place on the leaderboard
  • Applied PEFT (LoRA, QLoRA) to various LLM models.

Jeju Energy Innovator

01.2024 - 02.2024
  • Predicted electricity demand in Jeju using an LSTM-Attention hybrid model.
  • Won the Honorable Mention at a hackathon hosted by the Korean Association for Policy Studies, Google, and Tencent.

Education

Bachelor of Science - Computer Science

Yonsei University
Seoul, Korea
04.2001 -

Skills

PL: Python, C
ML: PyTorch, Scikit-learn

NLP: Langchain, RAG
FE: Reactjs, TypeScript, JavaScript
BE: Flask, FastAPI, AWS
Etc: Git, Notion

Timeline

FakeBusters

YBIGTA & Crowdworks
09.2024 - 12.2024

Chat-082

09.2024 - 12.2024

2024 AI Korean Language Proficiency Evaluation

National Institute Of Korean
07.2024 - 09.2024

YBIGTA

01.2024 - Current

Jeju Energy Innovator

01.2024 - 02.2024

Bachelor of Science - Computer Science

Yonsei University
04.2001 -

Similar Profiles

CREATE PROFILE
Dongyeon ParkSoftware Developer