ai-ain't-magic-its-math

AI ain't Magic, its Math

Let’s call it what it is- underneath all the glam and hype, 𝗶𝘁’𝘀 𝘀𝘁𝗶𝗹𝗹 𝗺𝗮𝘁𝗵. A network of numbers. Patterns learned from numbers. Spitting out more numbers. Very simply put, it’s a complex network of if-else; running on vectors. At least that’s where it all started, from rule based engines: An intuition for Machine Learning That’s pretty simple, so what’s the path we had to cover to reach the world as we know it of LLM, GPT, autonomous agents? ...

November 21, 2025 · 1 min · Dibyendu Tapadar
an-intuition-for-machine-learning

An Intuition for Machine Learning

Part 1 of “AI ain’t Magic, It’s Math” Before AI became what it is today, machines behaved like bureaucrats: they only did what you explicitly told them to do. Software was ==Rules Based==. Meaning: you wrote conditions, and the machine reacted to those conditions. First you create the rules mentally If A happens then X, If B and C happends then do Y, If A and D and E Happens then Do Z Then hard code it ...

November 21, 2025 · 3 min · Dibyendu Tapadar
brief-history-of-ai

Brief History of AI

..coming soon

November 21, 2025 · 1 min · Dibyendu Tapadar
types-of-problems-where-ml-can-be-applied

Types of problems where ML can be applied

November 21, 2025 · 0 min · Dibyendu Tapadar
AIEmailAutomationinFashionStore

AI-Powered Email Processing System for a Fashion Retailer

Turning chaotic inboxes into structured, automated order & inquiry workflows

3 min · Dibyendu Tapadar