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yoonhoelee/README.md

이윤회(Adam)

Core Competency

  • 음악 유통사에서 일하면서 음원 스트리밍 플렛폼 데이터 전처리 및 시각화 경험
  • 새로운 기술을 받아 들이는 것에 대한 열정
  • 전 타디스테크놀로지 백엔드/데브옵스 개발자
  • 전 턴백 백엔드 개발자
  • 전 덕앤덕클링 풀스택 개발자
  • 현 JK 풀스택 개발자

Skills

[Backend] Nest Javascript, Java Spring, Java Vert.x, Python Django, Python Flask

[Frontend] Flutter

[Machine Learning] Scikit-learn, Tensorflow(CNN, RNN)

[DevOps] Kubernetes, Docker, AWS

Currently studying/ interested in

  • Java Spring, Nest Javascript, Kubernetes, Flutter,

Projects

스포티파이 추천 웹어플리케이션 (2021.08 ~ 09)

스포티파이의 API를 활용해 유저의 스포티파이 선호 아티스트 확인 및, Kaggle에 제공 된 스포티파이 차트 데이터를 활용한 노래 추천이 가능한 웹 어플리케이션.

  • 활용 기술 스택: Frontend(Thymeleaf, Basic Javascript and css), Backend(Java Spring Boot), Database(MySql 8)
  • Currently takendown due to payment issues

심플리오 세일즈 데이터 데시보드 (2021.04 ~ 05)

온라인 화장품 커머스 스타트업 심플리오의 세일즈 데이터를 데시보드화

  • 활용 기술 스택: Frontend(JavaScript, HTML, Css), Backend(Python Django)

가짜뉴스 판독 웹어플리케이션 (2021.03 ~ 04)

Kaggle의 Fake and real news dataset를 활용해 가짜뉴스와 진짜뉴스를 판독할 수 있는 웹어플리케이션 개발

딥러닝 가사생성 웹어플리케이션 (2021.02 ~ 03)

Kaggle의 Song Lyrics Dataset을 기반으로 한 가사 생성 웹어플리케이션 개발

  • 활용 기술 스택: Frontend(HTML), Backend(Python Django), Model(Tensorflow Bidirectional LSTM)

트윗 예측 웹어플리케이션 (2020.12)

트위터 API를 활용해 DB에 특정 유저의 트윗 저장 및 어떤 유저가 트윗을 할 확률이 높을지 예측하는 웹 어플리케이션 개발

  • 활용 기술 스택: Frontend(HTML, CSS), Backend(Python Flask), Model(Scikit-learn Logistic Regression), Database(Postgresql)
  • Web-app deployed on Heroku

Experiences

Sony Music Entertainment Korea Intern (2018.04~2019.02)

  • 방한 아티스트 온그라운드 지원
  • 소니 뮤직 아티스트 스트림 데이터 전처리(R)와 시각화(R, Tableau)

Sony Music Entertainment Korea Digital Operations/Data Analysis (2019.03~2020.07)

  • 소니 뮤직 아티스트 스트림 데이터 전처리(R)와 시각화(R, Tableau)
  • 소니 뮤직 코리아 아티스트 유통 아티스트 음원 발매 및 모니터링
  • 소니 뮤직과 국내 DSP(멜론, 지니, FLO, 벅스, 네이버 바이브)간 음원 직전송 SFTP 서버 구축 및 운영에 참여

Tardis Technology Backend Developer (2021.10 ~ 2022.05)

  • 전기차 충전기 관리 시스템(CSMS) 백엔드 서버 개발 및 유지 보수(Java Vert.x)
  • 모놀리딕 구조의 프로젝트 MSA 환경으로 전환 및 쿠버네티스 환겨 도입

Turnbag Backend Developer (2022.06 ~ 2023.01)

Duck&Duckling Fullstack Developer (2023.05 ~ 2023.07)

  • 덕앤덕클링 풀스택 개발자 (Flutter & NestJs)

JK (2023.08 ~)

  • JK 백앤드 개발자로 기존 서버 스프링으로 리뉴얼 작업 진행

Education

  • 중앙대학교 경제학, 정치국제학 복수전공 (2013.03 ~ 2020.02)
  • Turku School of Economics 교환학생 (2017.01 ~ 05)

Languages

  • 영어 TOEIC 990 (2017.10.29), TOEFL 117 (2012.04.22)

Pinned

  1. bidirectional_LSTM_model_for_lyric_genearation bidirectional_LSTM_model_for_lyric_genearation Public

    Model trained on 10 songs of each artist

    Python

  2. model_that_checks_the_authenticity_of_given_news model_that_checks_the_authenticity_of_given_news Public

    A web app that checks the authenticity of a given news article when the user inputs the url of the article

    Jupyter Notebook 1

  3. Spotify_Recommendation_Web_App Spotify_Recommendation_Web_App Public

    A web application that recommends users song based on Spotify chart data from 2020~2021

    JavaScript

  4. emotion-diary emotion-diary Public

    React native project following the course by Winterlood on Inflearn

    JavaScript

233 contributions in the last year

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Activity overview

A graph representing yoonhoelee's contributions from March 19, 2023 to March 19, 2024. The contributions are 100% commits, 0% issues, 0% pull requests, 0% code review.

Contribution activity

March 2024

Created 2 repositories
14 contributions in private repositories Mar 4 – Mar 14

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