Soumya Nasipuri

@itachi99

Nothing is True, Everything is Permitted

Kolkata, West Bengal, IndiaJoined November 2024

About

Tech nerd by day, musician and gamer by night. I blend machine learning, AI, Django, and Python with a love for math. Whether coding, gaming, or strumming, I'm driven by curiosity and creativity.

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I am available for any innovative project which requires deep learning, parallel programming and data compression.

Soumya Nasipuri's blogs

Nasipuri's Neural Notebooktheneuralnotebook.hashnode.dev4 posts

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Recently published

SNSoumya Nasipuritheneuralnotebook.hashnode.devJul 3, 2025 · 3 min read

The Fermi Problem (Professor Word Problem)

Hi guys, it’s Richard here. Some of you might be reading the title and wandering, “What the hell is a fermi problem and why is he giving this kind of unknown terms in the heading?”(Sorry, bad joke) Well, in physics or engineering studies Fermi Proble...

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SNSoumya Nasipuritheneuralnotebook.hashnode.devMay 1, 2025 · 5 min read

Start of Attention in Machine Learning

Introduction This blog explains the main concept behind the the paper that introduces attention mechanism in neural network models which later became cornerstone for the revolutionary paper "Attention is all you need. (Vaswani et al., 2017)"[1]. I wa...

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SNSoumya Nasipuritheneuralnotebook.hashnode.devApr 26, 2025 · 4 min read

Handling Variable-Length Sequences in PyTorch: A Beginner's Guide to collate_fn and pad_sequence

Introduction When working with real-world data like text, audio, or time series, one common issue is that your input sequences are of variable lengths. This can become a headache when trying to batch your data for training. Thankfully, PyTorch provid...

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SNSoumya Nasipuritheneuralnotebook.hashnode.devDec 17, 2024 · 9 min read

Enhance Your Django App with Python Enum: A Practical Guide

Introduction In the world of web development, Django stands out as a powerful and versatile framework for building robust applications. However, as applications grow in complexity, maintaining clean and efficient code becomes increasingly important. ...

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Soumya Nasipuri

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Soumya Nasipuri's blogs

Recently published

The Fermi Problem (Professor Word Problem)

Start of Attention in Machine Learning

Handling Variable-Length Sequences in PyTorch: A Beginner's Guide to collate_fn and pad_sequence

Enhance Your Django App with Python Enum: A Practical Guide

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Soumya Nasipuri

About

Available for

Soumya Nasipuri's blogs

Recently published

The Fermi Problem (Professor Word Problem)

Start of Attention in Machine Learning

Handling Variable-Length Sequences in PyTorch: A Beginner's Guide to collate_fn and pad_sequence

Enhance Your Django App with Python Enum: A Practical Guide