Series

AI

In this series I will post AI related topics.

From Primitives to Platforms: Navigating the AWS AI/ML Stack as an Architect
A practical decision framework to choose between Bedrock, SageMaker, and pre-trained AI services
Apr 19, 20267 min read7
Decoding the Magic: Your Essential Guide to Machine Learning Algorithms
Introduction: How Do Machines Learn? How does your music app seem to know exactly what you want to hear next? Why can some cars now drive themselves? And how do fraud detection systems catch anomalies faster than ever? The answer lies in machine lear...
May 30, 20258 min read8
Beyond the Buzzwords: AI, ML, DL & Generative AI Demystified
In today’s rapidly evolving tech landscape, terms like Artificial Intelligence (AI), Machine Learning (ML), Deep Learning (DL), and the latest sensation—Generative AI (GenAI)—are everywhere. While they're often used interchangeably, they represent di...
May 28, 202510 min read6
MCP Unpacked: The Universal Language That Empowers AI to Take Action
The Problem: Smart AI, Stuck in a Box Imagine you have the most brilliant assistant in the world. They can read anything, write perfect emails, even give great advice. But there's a catch: They can't open your files. They can't send the emails they...
May 24, 20256 min read3