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SunJacques/README.md

Hi ๐Ÿ‘‹, I'm Jacques

I am a passionate CS & ML student at Telecom Paris, exploring mathematics and technology to solve complex problems.


๐ŸŒŸ Projects:

  • Recommendation System (September 2024 - October 2024)

    • IMDB movie recommendation system using collaborative filtering and matrix factorization on a user-movie rating dataset
    • Implementation of gradient descent variants and similarity-based methods, enhanced with custom rounding for rating predictions
  • SinGAN (May 2024 - June 2024)

    • Worked under the supervision of Arthur Leclair (MVA teacher) on the SinGAN paper.
    • Implemented a simpler version of SinGAN.
  • Medical Classification (April 2024)

    • Developed a dermoscopic images classifier for 8 different diagnostic classes.
    • Trained a UNet for segmentation.
  • Disaster Scenes Semantic Segmentation (June 2023)

    • Trained deep learning models with PyTorch segmenting disaster scenes captured by drone
    • Optimized the model making it suitable for deployment on low-power edge devices on 2GB of RAM


Pinned Loading

  1. SinGAN SinGAN Public

    Jupyter Notebook 1

  2. Medical_classification Medical_classification Public

    Jupyter Notebook

  3. LPCVC-2023 LPCVC-2023 Public

    School project

    Python 4

  4. CompetitiveProgramming CompetitiveProgramming Public

    C++

  5. Leetcode Leetcode Public

    Python