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Hi there πŸ‘‹

About ME

  • 🏫 I am currently attending Cheju Halla University.
  • πŸ’» I am majoring in Artificial Intelligence Engineering.
  • πŸ˜€ My fields of interest include Large Language Models (LLM) and Computer Vision.

πŸ›  Tech Stack

pandas opencv huggingface langchain pytorch transformers

πŸ”§ Tools

git github notion vscode jupyter

πŸ”€ Languages

python

πŸ“‚ Projects

  • LLM Fine-Tuning: Worked on fine-tuning large language models to improve performance on specific tasks.
  • RAG Chatbot with LangChain: Created a retrieval-augmented generation chatbot using LangChain, utilizing video, PDF, and TXT files for enhanced retrieval capabilities.
  • Multiple Human Pose Estimation: Developed a project for estimating multiple human poses in images and videos.
  • Advertisement Detection in Naver Blog Reviews: Developed a system to detect promotional content in Naver blog reviews by analyzing text, images, and metadata.
  • Route Optimization: Created an optimization algorithm that determines the best route by analyzing road characteristics and predicting traffic patterns.

πŸ† GitHub Trophies

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πŸ“Š GitHub Stats

Pil Seong's GitHub stats

πŸ“‚ Featured Projects

LectureSync Project Fake Review Detection Project

πŸ—‚ Top Languages

Top Languages

ypilseong's Projects

cobots-2024 icon cobots-2024

ν˜‘λ™λ‘œλ΄‡ν™œμš© | Collaborative Robot Applications 2024 | Tue 2pm

dev-containers icon dev-containers

Development containers, or dev containers, are Docker containers that are specifically configured to provide a fully featured development environment.

fake-review-detection icon fake-review-detection

Fake review detection is the process of identifying and filtering out deceptive or promotional reviews from genuine ones.

home icon home

μ œμ£Όν•œλΌλŒ€ν•™κ΅ 인곡지λŠ₯곡학과 ν™ˆνŽ˜μ΄μ§€ | Home of Artificial Intelligence Department, Cheju Halla University

lecturesync icon lecturesync

LectureSync is a platform that converts lecture recordings into summarized text, offers interactive Q&A through RAG, and allows playback of specific segments where questions are discussed, utilizing Google STT API for transcription.

mlops-2024 icon mlops-2024

λ¨Έμ‹ λŸ¬λ‹μ‹œμŠ€ν…œ | Machine Learning Systems Design 2024 | Tue 9am

mmhuman3d icon mmhuman3d

OpenMMLab 3D Human Parametric Model Toolbox and Benchmark

mmtracking icon mmtracking

OpenMMLab Video Perception Toolbox. It supports Video Object Detection (VID), Multiple Object Tracking (MOT), Single Object Tracking (SOT), Video Instance Segmentation (VIS) with a unified framework.

os-2024 icon os-2024

운영체제 | Operating Systems 2024 | Wed 2pm

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