Hello, I'm

My Projects

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  Legendary ConvNets

  Implementation of popular Convolutional Neural Networks

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  PyTorchVision

  Code snippets for PyTorch library for computer vision

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  Vision Transformer from scratch

  Implementation of vision transformer from scratch

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  Image Captioning from scratch and Distributed training on AWS

  Implementation and distributed training of image captioning model on AWS

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  English to German Translator transformer

  Implementation of english-german translation using transformer

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  Nano GPT

  Implementation of decoder only transformer trained on Shakespeare dataset

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  Constitution GPT

  RAG application on Indian constitution

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  Attention & Transformer from scratch

  Implementation of attention and transformer from scratch

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  Website Generator using Vertex AI

  Gen AI hackathon project, a website generator using Vertex AI

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  PyTorchista

  a collection of notes curated from multiple resources like, ZTM PyTorch course, Stanford Deep learning course, etc

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  Optimizers in Deep Learning

  Repository contains details on different optimizers used in Deep Learning

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  Machine Learning from scratch

  contains implementation of some famous ML algorithms from scratch

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  RNN, LSTM & GRU

  contains implementation of RNN, LSTM & GRU from scratch & using PyTorch

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  Word embeddings from scratch (PyTorch)

  contains implementation of word embeddings from scratch using PyTorch