Shahrukh Ahmad

@Shahrukh086

AI / ML Engineer

Dehli, IndiaJoined August 2024

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shahrukh086.hashnode.dev

End to End RAG Pipeline Folder Structure

Installation On Windows. powershell -ExecutionPolicy ByPass -c "irm https://astral.sh/uv/install.ps1 | iex" Or With pip. # pip install uv \=> Create virtual enviroment # uv venv \=> Activate virtual enviroment # .venv/Scripts/activate # uv init # req...

Sep 1, 20251 min read

shahrukh086.hashnode.dev

Prompt Engineering vs. Fine-Tuning vs. RAG: A Guide to Customizing LLMs

Introduction Large Language Models (LLMs) are incredibly powerful, but to get them to perform specific tasks for your business or application, you often need to customize them. The three primary methods for doing this are Prompt Engineering, Fine-Tun...

Aug 28, 20254 min read

shahrukh086.hashnode.dev

The Power of RAG in Modern AI Applications

Introduction In today's fast-paced digital world, leveraging AI for customer support and other applications is becoming essential. However, relying on a Large Language Model (LLM) alone can lead to generic, unhelpful responses because it's only train...

Aug 28, 20253 min read

shahrukh086.hashnode.dev

Tips and Tricks of Interview

if you are sitting in a interview the first thing you should have Projects Two to three Projects are necessary Explain First end to end project using STAR method Situation: Briefly describe the project's goal. (e.g., "I built a model to predict ...

Aug 28, 20251 min read

shahrukh086.hashnode.dev

RAG (Retrieval Augmented Generation)

𝐑𝐞𝐭𝐫𝐢𝐞𝐯𝐚𝐥-𝐀𝐮𝐠𝐦𝐞𝐧𝐭𝐞𝐝 𝐆𝐞𝐧𝐞𝐫𝐚𝐭𝐢𝐨𝐧 (𝐑𝐀𝐆)RAG is an AI technique where a Large Language Model (LLM) fetches relevant, up-to-date information from external sources (like a database or web search) and then uses that data to gen...

Aug 28, 20254 min read

Shahrukh Ahmad

About

Available for

Shahrukh Ahmad's blogs

Recently published

End to End RAG Pipeline Folder Structure

Prompt Engineering vs. Fine-Tuning vs. RAG: A Guide to Customizing LLMs

The Power of RAG in Modern AI Applications

Tips and Tricks of Interview

RAG (Retrieval Augmented Generation)

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Shahrukh Ahmad

About

Available for

Shahrukh Ahmad's blogs

Recently published

End to End RAG Pipeline Folder Structure

Prompt Engineering vs. Fine-Tuning vs. RAG: A Guide to Customizing LLMs

The Power of RAG in Modern AI Applications

Tips and Tricks of Interview

RAG (Retrieval Augmented Generation)