Asad iqbal, Author at IntelliTechTribe

Contextual Retrieval: Enhancing RAG Pipelines with Context-Aware Chunks

TL;DR Q 1. What is Contextual Retrieval? A method that annotates each document chunk with brief context so that when we embed or index it, we don’t lose key information.…

Asad iqbal May 5, 2025Genai, LLM, RAG

Machine learning

Non-Linear Data Structures: Definition & Examples

TL;DR What is a non linear data structure? A non-linear data structure is one where data elements are not stored in a sequential order. Instead, they form a hierarchy or…

Asad iqbal April 29, 2025programming

Machine learning

Understanding Python Variables, Data Types, and How to Convert Them

Python Installation Guide Python Roadmap Welcome to the first class of Python programming. If you are a beginner and want to strengthen your foundational knowledge in Python, then understanding variables…

Asad iqbal April 28, 2025python

Machine learning

Introduction to Python (2025): Your First Program & Easy Install Guide

Welcome! To our comprehensive introduction to Python programming. We aim to provide clear, accurate, and trustworthy information based on real-world programming experience. Today, we will cover the essentials: understanding what…

Asad iqbal April 18, 2025python

Machine learning

A Handy Markdown Cheat Sheet for Beginners and Experts

Markdown is a lightweight markup language that enables you to format text using a plain text editor. It offers a simple and readable way to add styling to your writing…

Asad iqbal April 11, 2025Cheatsheet

Machine learning

Kubeflow vs MLflow: Choosing the Right MLOps Tool for Your Needs

Machine Learning Operations (MLOps) have stepped into the spotlight lately, hasn’t it? It’s clear that building a great ML model isn’t enough. You have got to get it out there,…

Asad iqbal April 8, 2025machine learning, MLOps

Machine learning

Llama 4: The Beginning of a New Era in AI Innovation

Meta released its latest breakthrough: Llama 4, a collection of natively multimodal AI models. The Llama 4 family consists of three distinct models designed to serve different use cases and…

Asad iqbal April 6, 2025deep learning, Llama 4, machine learning

Machine learning

AI in Cybersecurity: RevolutionizingDigital Defense

In today's hyperconnected world, cybersecurity has evolved from a specialized technical concern to a fundamental business imperative. As organizations increasingly digitize their operations and data, the attack surface for potential…

Asad iqbal April 5, 2025

Machine learning

Understanding Conversational AI: How It Works and Its Applications

Remember when talking to a computer meant typing commands or going through confusing menus? Those days feel like ancient history now. We live in an era where our devices don't…

Asad iqbal April 4, 2025