---
title: "Surya Pratap Singh Shekhawat (@SuryaShekhawat) | Hashnode"
description: "Surya Pratap Singh Shekhawat (@SuryaShekhawat) writes on Hashnode. Read their latest articles and follow their work."
url: "https://hashnode.com/@SuryaShekhawat"
---

@SuryaShekhawat

# Surya Pratap Singh Shekhawat

@SuryaShekhawat · Joined October 2025

### [Why Smarter Chunking Matters More Than Bigger LLMs](https://tech.hoomanely.com/why-smarter-chunking-matters-more-than-bigger-llms?utm_source=hashnode&utm_medium=feed)

Introduction In specialized fields, smarter systems are the goal. While scaling large language models (LLMs) is popular, real improvements often come from optimizing the backend. Retrieval-Augmented Generation (RAG) pipelines, particularly chunking, ...

6 min read · [tech.hoomanely.com](https://tech.hoomanely.com/why-smarter-chunking-matters-more-than-bigger-llms?utm_source=hashnode&utm_medium=feed)

[Oct 28, 2025](https://hashnode.com/posts/why-smarter-chunking-matters-more-than-bigger-llms/6900c07b7b607bb025450e65)

### [How We’re Teaching Machines to Understand Dogs](https://tech.hoomanely.com/how-were-teaching-machines-to-understand-dogs?utm_source=hashnode&utm_medium=feed)

Dogs health monitoring, fitbit for dogs

2 min read · [tech.hoomanely.com](https://tech.hoomanely.com/how-were-teaching-machines-to-understand-dogs?utm_source=hashnode&utm_medium=feed)

[Oct 27, 2025](https://hashnode.com/posts/how-were-teaching-machines-to-understand-dogs/68ff3cf4e0c04a06ff8ab0d4)