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이성진(Seongjin Lee) - GirinMan

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📜 간단한 이력

  • 한양대학교 컴퓨터소프트웨어학부 18학번
  • 2018 ~ 2019 한양대학교 학생보안팀 ICEWALL 활동
  • 2020 ~ 2021 육군 정보보호병 복무
  • 2022 Google machine learning bootcamp 수료 및 Tensorflow certificate 취득
  • 2022 NAVER CLOVA AI RUSH 챌린지 참여
    • 1라운드(엉터리 문서 검출) 5위
    • 2라운드(Long Doc. Summarization) 1위
  • 2022.12 ~ 2023.02 NAVER CLOVA Hyperscale AI 인턴
  • 2023.08 ~ BHSN.AI NLP Engineer

🤩 현재 관심사

  • NLP(자연어 처리) 전반: Transformer 모델(BERT, GPT, T5, …)을 활용한 NLP task 해결
  • Large scale Language Model: GPT-3, HyperCLOVA 등의 초거대 생성 언어 모델
  • Quantization 등 모델 최적화를 통한 memory-efficient한 inference
  • LoRA, IA3 등 parameter-efficient finetuning
  • Semantic Search & Retrival Augmented Generation
  • NLP 기술을 활용한 Bunsiness Product 개발

👾 특별한 경험

  • 새내기 시절 과 밴드 동아리 보컬이었습니다.
  • 22년 1학기에 학교에 도시락 싸들고 다니면서 바디프로필 찍은 적이 있습니다.
  • 동네 헬스장에서 PT 트레이너로 1년 정도 일했습니다.

🏄‍♀️ 취미

  • 전체 시간의 약 10% 정도를 헬스장에서 운동하는데 사용합니다.

Seongjin Lee's Projects

2022_project_team1 icon 2022_project_team1

2022 HAI 1팀 프로젝트 방언 번역기 개발을 위한 레포지토리입니다.

auto-korean-eassay-writer icon auto-korean-eassay-writer

한국어로 학습된 GPT-3 모델을 이용하여 입력된 문장에 이어지는 다음 문장들을 자동으로 생성해주어 좋은 품질의 소감문이나 보고서 등을 빠르게 작성할 수 있습니다.

chatbot-ui icon chatbot-ui

A ChatGPT clone for running locally in your browser.

film icon film

Official repo for "Make Your LLM Fully Utilize the Context"

hai-ground icon hai-ground

HAI 인공지능 스터디를 위한 playground 개발

hyu-ele3021-os icon hyu-ele3021-os

This project is for the “Operating Systems” class in 2022-1, prof. SY Kang.

hyu-ite2038-db icon hyu-ite2038-db

그 유명한 형베시. 2019-2 HYU-ITE2038 (Database Systems and Applications)

keras_study icon keras_study

A basic study of machine learning & deep learning based on Keras on Tensorflow 2.x

ko-giraffe icon ko-giraffe

한국어 LLM의 context를 연장하여 Long context를 처리할 수 있도록 하기 위한 repo입니다.

koalpaca icon koalpaca

KoAlpaca: Korean Alpaca Model based on Stanford Alpaca (feat. LLAMA and Polyglot-ko)

komt icon komt

Korean Multi-task Instruction Tuning

langchain icon langchain

⚡ Building applications with LLMs through composability ⚡

longlora icon longlora

Code and documents of LongLoRA and LongAlpaca (ICLR 2024 Oral)

lorax icon lorax

Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs

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