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Learning something new
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Learning something new

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idosumit/README.md

Hi ๐Ÿ‘‹, I'm Sumit!

Tokyo-based SWE. Welcome to my profile. :)

I'm currently studying...

  • Math for AI: linear algebra, calculus
  • Web Development: JavaScript, TypeScript, React
  • Deep Learning: PyTorch, LLM architectures, paper implementations. You can check out my pinned repositories & my latest repository pushes for details.

I would love to hear your story...

If you want to connect (I would love to!), please feel free to send me an email or message me on:

LinkedIn


Pinned Loading

  1. GPT2-from-scratch GPT2-from-scratch Public

    a fully-working GPT-2 model that can generate texts based on a given input and expected length of the text completion

    Jupyter Notebook

  2. mlp-training-and-eval mlp-training-and-eval Public

    I get the intuition behind implementing neural networks through a simple mlp training and evaluation

    Python

  3. mnist-digit-recognizer mnist-digit-recognizer Public

    a simple project to get a better intuition behind NN

    Jupyter Notebook

  4. pytorch-zero-to-paper-replication pytorch-zero-to-paper-replication Public

    learning pytorch from zero till I reach a level where I can implement scientific papers. long term project

    Jupyter Notebook

  5. programming-notes programming-notes Public

    important notes for my programming learning

  6. movie-recommender-system movie-recommender-system Public

    An end-to-end project to build a recommender system website that can recommend 5 similar movies when a user picks 1 movie from the database.

    Jupyter Notebook 3