Ahmad Nayfeh

Blog

Articles, tutorials, and thoughts on web development and design.

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AI
AI Agents
Agentic Design
Autonomous Systems
Computer Vision
Educational Tools
Feature Extraction
Fourier Transform
Frequency Analysis
Image Processing
LLM
Multi-Agent Systems
Self-Supervised Learning
Signal Processing
Supervised Learning
Visualization
From Automatons to Autonomy: A Comprehensive Guide to AI Agents
48 min read

From Automatons to Autonomy: A Comprehensive Guide to AI Agents

Your definitive guide to how AI agents think, act, and collaborate, synthesized from nearly 30 research papers.

AI
AI Agents
LLM
+3 more
Beyond Labels: How Machines Learn to See With and Without Human Guidance
84 min read

Beyond Labels: How Machines Learn to See With and Without Human Guidance

Explore the fascinating spectrum of learning paradigms in computer vision—from supervised labeling to self-taught machines—and discover how each approach shapes how AI systems understand our visual world.

AI
Supervised Learning
Self-Supervised Learning
+2 more
How Computers Understand Images: A Beginner’s Tour of Image Processing
29 min read

How Computers Understand Images: A Beginner’s Tour of Image Processing

Explore how computers interpret and manipulate images — from pixels and filters to denoising and contrast enhancement — in this beginner-friendly introduction to digital image processing.

Image Processing
Computer Vision
Educational Tools
+2 more
Seeing Signals: How Frequency Shapes the World Around Us
22 min read

Seeing Signals: How Frequency Shapes the World Around Us

Discover how frequency analysis forms the backbone of modern technology, from image processing to medical imaging, and how understanding frequencies offers a philosophical lens into the nature of reality itself.

Signal Processing
Frequency Analysis
Fourier Transform
+2 more