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TristanDonze/README.md

Welcome to My GitHub Profile!

Institut Polytechnique de Paris Logo

About Me

I'm currently pursuing a Master's degree at Institut Polytechnique de Paris, specializing in Artificial Intelligence. I'm actively seeking an internship opportunity to apply and expand my skills in this field.

Areas of Interest

While my primary focus lies in Natural Language Processing (NLP) and AI alignment, I enjoy exploring various aspects of AI to broaden my perspective.

Current Coursework

This year, I'm diving deep into a diverse range of AI topics:

  • Advanced Deep Learning: Building a solid foundation in deep learning techniques and applications.
  • Sequence-to-Sequence Models for NLP and Speech Processing: Mastering state-of-the-art techniques in NLP, including transformers and attention mechanisms.
  • Reinforcement Learning: Studying the foundations of RL, from Markov Decision Processes to Monte-Carlo tree search, with applications in games and recommender systems.
  • Computer Vision: from Fundamentals to Applications: Exploring generative AI (image generation from text, VAE, Diffusion models, Stable Diffusion), Vision Transformers, and self-supervised learning.

Current Reading List

Here's a list of Research Paper I'm currently reading, nothing really original here I'm starting with the basics ;)

And Books I'm using to follow courses

Popular repositories Loading

  1. nanoGPT nanoGPT Public

    from : https://www.youtube.com/watch?v=kCc8FmEb1nY

  2. BERTClassifier BERTClassifier Public

  3. RegressionTreeBostonHousing RegressionTreeBostonHousing Public

    Jupyter Notebook

  4. LinearRegression LinearRegression Public

    Jupyter Notebook

  5. TristanDonze TristanDonze Public

  6. Lab5-SVM-Non-Negative-Matrix-Factorisation Lab5-SVM-Non-Negative-Matrix-Factorisation Public

    Jupyter Notebook