---
title: "Tuhin Kumar Dutta (@tkdutta) | Hashnode"
description: "Elevating Ideas with Data Science & AI Solutions. Read the latest articles by Tuhin Kumar Dutta on Hashnode."
url: "https://hashnode.com/@tkdutta"
---

@tkdutta

# Tuhin Kumar Dutta

@tkdutta · India · Joined May 2025

Elevating Ideas with Data Science & AI Solutions

[Website](https://www.tuhindutta.com/)

### [Building Scratchpad: Rethinking the Local AI Workspace](https://techtrail.tuhindutta.com/building-scratchpad-rethinking-the-local-ai-workspace?utm_source=hashnode&utm_medium=feed)

The Missing Piece in Local AI Isn't Intelligence. It's Developer Experience.

9 min read · [techtrail.tuhindutta.com](https://techtrail.tuhindutta.com/building-scratchpad-rethinking-the-local-ai-workspace?utm_source=hashnode&utm_medium=feed)

[Aug 6](https://hashnode.com/posts/building-scratchpad-rethinking-the-local-ai-workspace/6a74cde9d782fc5d4d865366)

### [Neural Networks From Scratch](https://statisticallyspeaking.tuhindutta.com/neural-networks-from-scratch?utm_source=hashnode&utm_medium=feed)

Understanding Learning Through Forward Propagation, Backpropagation, and Gradient Descent

7 min read · [statisticallyspeaking.tuhindutta.com](https://statisticallyspeaking.tuhindutta.com/neural-networks-from-scratch?utm_source=hashnode&utm_medium=feed)

[Jun 22](https://hashnode.com/posts/neural-networks-from-scratch/6a39774ee77bdb7ccaf645eb)

### [What Happens At The End Of A Transformer](https://statisticallyspeaking.tuhindutta.com/what-happens-at-the-end-of-a-transformer?utm_source=hashnode&utm_medium=feed)

Ever wondered when LLMs are invoked what happens towards the end?

5 min read · [statisticallyspeaking.tuhindutta.com](https://statisticallyspeaking.tuhindutta.com/what-happens-at-the-end-of-a-transformer?utm_source=hashnode&utm_medium=feed)

[May 28](https://hashnode.com/posts/what-happens-at-the-end-of-a-transformer/6a17d110badcd8afcb53638b)

### [Building an AI System Taught Me It’s Not About the Model](https://techtrail.tuhindutta.com/building-an-ai-system-taught-me-it-s-not-about-the-model?utm_source=hashnode&utm_medium=feed)

AI is everywhere right now. New models, new benchmarks, new capabilities every week.

4 min read · [techtrail.tuhindutta.com](https://techtrail.tuhindutta.com/building-an-ai-system-taught-me-it-s-not-about-the-model?utm_source=hashnode&utm_medium=feed)

[Apr 25](https://hashnode.com/posts/building-an-ai-system-taught-me-it-s-not-about-the-model/69ecff6114b6663632e8410f)

### [Turn Your Portfolio Into an AI Chatbot](https://techtrail.tuhindutta.com/turn-your-portfolio-into-an-ai-chatbot?utm_source=hashnode&utm_medium=feed)

Duplicate My Hugging Face Space and Build Your Virtual Self

5 min read · [techtrail.tuhindutta.com](https://techtrail.tuhindutta.com/turn-your-portfolio-into-an-ai-chatbot?utm_source=hashnode&utm_medium=feed)

[Jan 4](https://hashnode.com/posts/turn-your-portfolio-into-an-ai-chatbot/695a02bdda831b86dbd9fb9e)