8000 hyeonho1028 (Hyeonho Lee) Β· GitHub
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  • Pangyo, Bundang, Seongnam

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Achievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx2Achievement: Arctic Code Vault Contributor

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hyeonho1028/README.md

Hi there πŸ‘‹

πŸ’» I’m currently working on ...

kakaobank

  • LLM: SQL AI assistant w/ Text2SQL (RAG, LLM, SFT)
  • WFMS: Workforce Forecast Management System, Call volume forecast (Python, Pytorch)
  • BI Index Forecast: Segmentations of BI-Index and development of universal time-series models (Python)
  • MLOps: MLOps Arch. Build (Python)

SK C&C

  • AutoML Development: ML Pipeline Component Algorithm Design and Development (Python)
  • Drug Target Interaction & De novo design: Generate Molecular Formula using RL (Python, Pytorch)

βš’οΈ My projects

Paper

  • RSA-CFN: Residual Self-Attention Cross Fusion Network (RSA-CFN) [github] [Paper]

πŸ… Competition

Kaggle

  • πŸ₯ˆ Instant Gratification: A synchronous Kernels-only competition (32/1818) [overview] [src]
  • πŸ₯ˆ Google Brain - Ventilator Pressure Prediction: Simulate a ventilator connected to a sedated patient's lung (76/2605) [overview]
  • πŸ₯ˆ University of Liverpool - Ion Switching: Identify the number of channels open at each time point (76/2618) [overview]
  • πŸ₯‰ Understanding Clouds from Satellite Images: Can you classify cloud structures from satellites? (113/1531) [overview]
  • πŸ₯‰ Bengali.AI Handwritten Grapheme Classification: Classify the components of handwritten Bengali (196/2059) [overview]
  • Bristol-Myers Squibb – Molecular Translation: Can you translate chemical images to text? (146/874) [overview]
  • Deepfake Detection Challenge: Identify videos with facial or voice manipulations (246/2265) [overview]

Dacon (profile)

ranking: present (4rd) / best (1st)

  • πŸ₯‡ 카메라 이미지 ν’ˆμ§ˆ ν–₯상 AI κ²½μ§„λŒ€νšŒ: rank (1/1257) [overview]
  • πŸ₯‡ μœ λ°©μ•”μ˜ μž„νŒŒμ„  전이 예츑 AI κ²½μ§„λŒ€νšŒ: rank (2/1226) [overview] [src]
  • πŸ₯‡ 진동데이터 ν™œμš© 좩돌체 탐지 AI κ²½μ§„λŒ€νšŒ: rank (2/820) [overview] [src]
  • πŸ₯‡ μ „λ ₯μ‚¬μš©λŸ‰ 예츑 AI κ²½μ§„λŒ€νšŒ: rank (3/2203) [overview] [srtc]
  • etc..

Pinned Loading

  1. kakao-arena kakao-arena Public

    브런치 μ‚¬μš©μžλ₯Ό μœ„ν•œ κΈ€ μΆ”μ²œ λŒ€νšŒ[brunch 데이터λ₯Ό ν™œμš©ν•΄ μ‚¬μš©μžμ˜ μ·¨ν–₯에 λ§žλŠ” 글을 μ˜ˆμΈ‘ν•˜λŠ” λŒ€νšŒ]

    Jupyter Notebook 3

  2. Calculate-the-concentration-of-components-in-the-brain Calculate-the-concentration-of-components-in-the-brain Public

    생체 κ΄‘ν•™ 데이터 뢄석 AI λŒ€νšŒ, Calculation of the concentration of components in the brain from the light source and the measurement spectrum

  3. Collider-Detection-using-Vibration-data Collider-Detection-using-Vibration-data Public

    진동데이터 ν™œμš© 좩돌체 탐지 AI κ²½μ§„λŒ€νšŒ

    Jupyter Notebook 1

  4. Sleep_AI_Challenge_SNU_2021 Sleep_AI_Challenge_SNU_2021 Public

    Forked from SaewonY/Sleep_AI_Challenge_SNU_2021

    Code for 1st place solution in Sleep AI Challenge SNU Hospital

    Python 2 1

  5. Analytics-Experience Analytics-Experience Public

    Domestic Competition

    Jupyter Notebook 1

  6. RSA-CFN RSA-CFN Public

    Residual Self-Attention Cross Fusion Network (RSA-CFN)

    Jupyter Notebook 5 3

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