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bkkhyunn/README.md

Typing SVG

Gmail Github

🧑🏻‍💻 I am

  • 🔥 I want to be an AI engineer who mediates the world and people.
  • 🌱 I’m currently learning Deep Learning, Machine Learning, MLOps, Web Programming, Data Analysis, Statistics, linear algebra, Algorithm, Data Structure
  • ⚡️ My keywords are Driven, Team-Oriented, Energetic

🏃🏻 Experiences

  • 🟫 [Team Project] HangHae99 AI Web service Hackathon (2024.05.31 ~ 2024.06.01)
  • 🟩 [Team Project] NAVER Connect Foundation boostcamp AI Tech 6th (2023.11.06 ~ 2024.04.02)
  • 🟦 [Internship] T3Q Inc. AI Service Engineer (2023.08.01 ~ 2023.10.31)
  • 🟧 [Team Project] CJ ons ICT IS 1th (2023.07 ~ 2023.08)
  • 🟥 [Team Project] KOR SW_Academy 2th (2023.03.02 ~ 2023.06.21)

🗂️ Projects

  • 🟫 Digital literacy promotion program using AI

    summary

    1️⃣ 디지털 문해력을 증진시키는 AI 애클리케이션을 개발하여, 논리적 사고와 판단을 증진시키고 교육 불평등을 해소하고자 만든 서비스

    2️⃣ 역할: Web Page 개발, 프롬프트 엔지니어링

    3️⃣ tech stack

    python langchain langchain fastapi html bootstrap js sqlite poetry

  • 🟩 Real-time Unmanned Store Abnormal Behavior Detection Service

    summary

    1️⃣ 무인매장에 설치된 CCTV 를 활용하여 실시간으로 이상행동을 탐지하고, 사후 처리를 위해서 녹화 영상 내 이상행동 타임라인 제공 및 스크린샷 앨범 기능을 제공하는 서비스.

    2️⃣ 역할: 팀장(PM), 서비스 기획 및 전체 파이프라인 설계, DB 설계, WAS 개발, 실시간 통신 구현, LSTM Autoencoder 를 활용한 이상탐지 모델 구현

    3️⃣ tech stack

    linux python numpy torch opencv ffmpeg fastapi html bootstrap js mysql docker amazon ec2 amazon s3 poetry wandb

    yolov8 lstmae

  • 🟦 Identify and extract key information PoC

    summary

    1️⃣ 사내에서 유통되는 문서 및 도면을 대상으로 AI 를 활용한 핵심정보 식별 및 분류 자동화 PoC

    2️⃣ 역할: 문서 Lake 구축 보조, OCR 및 핵심 영역 식별

    3️⃣ tech stack

    linux python torch opencv paddleOCR docker amazon ec2 amazon s3 libreofficecli

  • 🟦 Document Extractive Summary Service & Research

    summary

    1️⃣ 원문의 변형 없이 주요한 문장을 추출하여 요약해주는 모델 개발

    2️⃣ 역할: 데이터 분석, 데이터 전처리, 임베딩 실험

    3️⃣ tech stack

    linux python torch huggingface docker

    BERTSUM bert roberta bigbird

  • 🟧 Multi-Modal Recommenders Systems: Focusing on Restaurant Industry

    summary

    1️⃣ 멀티모달(텍스트, 이미지)을 이용한 식당 추천 시스템 구현

    2️⃣ 역할: 데이터 분석, ResNet 구현

    3️⃣ tech stack

    linux python numpy pandas sklearn torch huggingface docker wandb

  • 🟥 AI Black Ice Detection

    summary

    1️⃣ AI 를 활용한 블랙아이스 탐지

    2️⃣ 역할: 팀장, 데이터 수집, 데이터 전처리 및 라벨링, Data Augmentation, 모델 실험

    3️⃣ tech stack

    googlecolab python numpy opencv torch selenium

  • ⬜️ Others

    summary

    🟩 NAVER Connect Foundation boostcamp AI Tech 6th 에서 진행한 팀 프로젝트들

    1.마스크 착용 상태 분류

    2.재활용 품목 분류를 위한 Object Detection

    3.글자 검출 프로젝트

    4.Hand Bone Image Segmentation

    linux python numpy pandas sklearn torch opencv MM Family poetry wandb



Pinned Loading

  1. NAVER_CONNECT_AI_Tech_6th_Team_Project_Final NAVER_CONNECT_AI_Tech_6th_Team_Project_Final Public

    Forked from boostcampaitech6/level2-3-cv-finalproject-cv-06

    Real Time Anomaly Detection for unmanned store

    Python

  2. CJONS-4 CJONS-4 Public

    Forked from ceo21ckim/CJONS-4

    Python

  3. SW_TEAM5 SW_TEAM5 Public

    Detection BlackIce on road

    Jupyter Notebook

  4. Hanghae99_hackathon Hanghae99_hackathon Public

    Forked from hanghae-hackathon/strawberryJAM

    디지털 문해력 증진 프로그램 by Team 11

    CSS

  5. MLOps-Basics MLOps-Basics Public

    Forked from graviraja/MLOps-Basics

    Jupyter Notebook

  6. Algorithm_prac Algorithm_prac Public

    Jupyter Notebook