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devpramod's Projects

deep-learning-collection-with-pytorch icon deep-learning-collection-with-pytorch

We build models from scratch with detailed docstrings, type hints, tests, comments and research notes. We apply modules such as TorchScript, Intel Neural Compressor and, Intel Extension for PyTorch to speed up model execution. We profile networks to identify hotspots and look closely at primitives.

devpramod.github.io icon devpramod.github.io

portfolio website for devpramod, master's student at Northeastern University, ML Engineer (CV) at Wicket

fastai-v3 icon fastai-v3

Starter app for fastai v3 model deployment on Render

fastbook icon fastbook

The fastai book, published as Jupyter Notebooks

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

textsummarizationpipeline-aws icon textsummarizationpipeline-aws

Scalable Data Pipeline to enable parallel scraping of news articles, text summarisation, sentiment analysis & benchmarking on AWS

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