Skip to content
View junsu0302's full-sized avatar
11 followers · 14 following

Achievements

Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

Achievements

Achievement: Pull Sharkx2Achievement: QuickdrawAchievement: YOLO

Organizations

@ASSETMIND

Block or report junsu0302

Block user

Prevent this user from interacting with your repositories and sending you notifications. Learn more about blocking users.

You must be logged in to block users.

Maximum 250 characters. Please don’t include any personal information such as legal names or email addresses. Markdown is supported. This note will only be visible to you.
Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
junsu0302/README.md

πŸ§‘πŸ»β€πŸ’» Kim Junsu

데이터λ₯Ό 깊이 탐색해 μ •λŸ‰μ  μ§€ν‘œλ₯Ό λ„μΆœν•˜κ³ , λ‹€μ–‘ν•œ μ‹€ν—˜μœΌλ‘œ λͺ¨λΈμ„ μ΅œμ ν™”ν•˜μ—¬ λΉ„μ¦ˆλ‹ˆμŠ€μ˜ 더 λ‚˜μ€ 결정을 μ΄λŒμ–΄λ‚΄λŠ” 개발자 κΉ€μ€€μˆ˜μž…λ‹ˆλ‹€.

상황에 λ§žλŠ” 완성도 높은 ꡬ쑰와 μž¬ν˜„ κ°€λŠ₯ν•œ νŒŒμ΄ν”„λΌμΈμ„ μ„€κ³„ν•˜λ©°, μ•ˆμ •μ μ΄κ³  μ‹€μš©μ μΈ 뢄석 μ‹œμŠ€ν…œμ„ κ΅¬μΆ•ν•©λ‹ˆλ‹€.

ν•˜λ‚˜μ˜ λͺ¨λ“ˆμ΄ ν•˜λ‚˜μ˜ λͺ…ν™•ν•œ μ—­ν• λ§Œ μˆ˜ν–‰ν•˜λ„λ‘ λΆ„λ¦¬ν•˜κ³ , κΈ°μ‘΄ μ‹œμŠ€ν…œμ˜ λ³€κ²½ 없이도 μƒˆλ‘œμš΄ κΈ°λŠ₯을 μœ μ—°ν•˜κ²Œ ν™•μž₯ν•˜λŠ” 원칙을 지ν–₯ν•©λ‹ˆλ‹€.

πŸ† Awards & Activities
ν”„λ‘œμ νŠΈ λͺ… κΈ°κ°„ μ„€λͺ… μ£Όμš” 기술 ν˜•νƒœ
FinSight 2025.03 ~ 2025.10 KOSPI200 주식듀을 λŒ€μƒμœΌλ‘œ μ„Ήν„° ꡰ집화, μ‹œμž₯ κ΅­λ©΄ λΆ„λ₯˜, 가격 예츑, XAI 뢄석 μˆ˜ν–‰ UMAP, HDBSCAN, AutoEncoder, HMM, XGBoost, Randomforest, LSTM, Ridge, SHAP 개인 ν”„λ‘œμ νŠΈ
BoardLite 2024.02 ~ 2024.04 μ‚¬μš©μžμ™€ 운영자의 κΈ°λŠ₯이 λ‚˜λ‰œ κ²Œμ‹œνŒ μ„œλΉ„μŠ€ Spring boot, Spring Security, JPA, PostgreSQL 개인 ν”„λ‘œμ νŠΈ
MyCard 2023.12 ~ 2024.01 개인 거래 λ‚΄μ—­ 기반의 개인 λ§žμΆ€ν˜• μΉ΄λ“œ μΆ”μ²œ μ„œλΉ„μŠ€ Next.js, TypeScript, Redux, Tailwind 개인 ν”„λ‘œμ νŠΈ
CreditCheck 2023.07 ~ 2023.09 μ‹ μš©μΉ΄λ“œ 이상 거래 탐지 및 μ‹ μš©λ„ 관리 μ„œλΉ„μŠ€ Scikit-Learn, XGBoost, LightGBM, Catboost, RandomForest 개인 ν”„λ‘œμ νŠΈ
RLTrading 2023.03 ~ 2023.06 κ°•ν™”ν•™μŠ΅(DQN)을 ν™œμš©ν•œ νŠΈλ ˆμ΄λ”© 봇 μ„œλΉ„μŠ€ Python, Numpy, DQN 개인 ν”„λ‘œμ νŠΈ
ARIA 2022.11 ~ 2023.02 λ‹€μ–‘ν•œ λ”₯λŸ¬λ‹ λͺ¨λΈμ„ 직접 κ΅¬ν˜„ν•œ λ”₯λŸ¬λ‹ ν”„λ ˆμž„μ›Œν¬ DNN, CNN, RNN, LSTM, GRU 개인 ν”„λ‘œμ νŠΈ
  • λ™κ΅­λŒ€ν•™κ΅ WISE 우수 논문상 : 2025.11.27 μˆ˜μƒ

πŸ“œ Certifications

  • SQLD : 2024.09.20 취득
  • DAsP : 2024.10.25 취득
  • ADsP : 2024.11.29 취득
  • PCCE Lv4 : 2025.04.20 취득
  • μ •λ³΄μ²˜λ¦¬κΈ°μ‚¬ : 2025.09.11 취득
  • PCSQL Lv1 : 2026.02.08 취득
  • PCCP Lv3 : 2026.04.19 취득

πŸ›  Tech Stack

  • Language : Python, Java, Go
  • Data Exploration : Tableau, Numpy, Pandas, Matplotlib, Seaborn, SHAP
  • Data Analysis : Tensorflow, Scikit Learn, XGBoost, LightGBM, Catboost
  • DevOps : Docker, Kubeflow, Airflow, MLFlow
  • Front-End : TypeScript, React, Next.js, Redux, Tailwind
  • Back-End : Spring-boot, Spring Security, JPA
  • Database : PostgreSQL, MySQL, MongoDB
  • ETC : git, Notion, Ubuntu

Pinned Loading

  1. junsu0302.github.io junsu0302.github.io Public

    Shell

  2. ASSETMIND/AssetMind ASSETMIND/AssetMind Public

    Python 2 1

  3. ARIA ARIA Public

    Python

  4. Trading_System Trading_System Public

    Python