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codingwithsurya/README.md

Hi there πŸ‘‹ I'm Surya!

  • πŸŽ“ I’m a Computer Science student at Georgia Tech, with a concentration in Artificial Intelligence. Previously, I was a SWE intern at Pinterest working on a data acquisition -> feature embedding pipeline for ads conversion visibility.
  • πŸ”­ I have a lot of passion for my work, so I end up spending a lot of my free time learning from various sources like Youtube, blogs, twitter, etc. These days, I'm particuarly interested in AI Infrastructure (distributed ML training, HPC) and the latest advancements in AI Research.

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  1. distributed-transformer distributed-transformer Public

    "Attention Is All You Need" Transformer paper implemented from scratch in PyTorch with support for distributed training, in both FSDP and DDP.

    Python 3

  2. PaliGemma-Inference-Pipeline PaliGemma-Inference-Pipeline Public

    Replication and efficient inference for the PaliGemma model, a state-of-the-art vision-language model

    Python 1

  3. diffusion.cu diffusion.cu Public

    Implementation of diffusion model from scratch in C++/CUDA, supporting both DiT and UNet architectures.

    Cuda 2

  4. DSGT-DLP/Deep-Learning-Playground DSGT-DLP/Deep-Learning-Playground Public

    Web Application where people new to Deep Learning can input a dataset and toy around with basic Pytorch modules without writing any code

    TypeScript 27 8

  5. chat-with-your-code-with-rag chat-with-your-code-with-rag Public

    Application to chat with any repo you want using RAG! Powered by Llama3 πŸπŸš€

    Python 2