Ai-fundamentals

Technical blog posts and working notes on AI systems, modeling, and production lessons.

Published on
June 8, 2023
LLM ChatGPT AI-Fundamentals
ChatGPT and Large Language Models: Understanding the Revolution in Conversational AI
How ChatGPT works under the hood - from predicting the next word to engaging in human-like conversations. Understanding the magic behind large language models.
Published on
April 20, 2023
Computer-Vision Transformers Image-Classification
Vision Transformer (ViT): Bringing Transformers to Computer Vision
How Vision Transformers challenged CNNs by treating images like sentences - breaking them into patches and using attention to understand spatial relationships.
Published on
March 15, 2023
Deep-Learning Transformers NLP
Understanding the Transformer Architecture: The Foundation of Modern AI
A conceptual deep-dive into the Transformer architecture that revolutionized AI. Learn the intuition behind attention, why it works, and how it powers modern language models like GPT and BERT.