Learning hub

AI Articles and Learning Hub

Polished starter notes for Applied AI learning, practical product thinking, and founder reflection.

AI Learning Notes2 min read

A practical note on how Jamshaid turns AI learning, experiments, and founder thinking into useful software products.

#ai learning#product building#founder notes

Transformers1 min read

A clear beginner-friendly explanation of why transformer models became the foundation for modern AI systems.

#transformers#attention#large language models

Neural Networks1 min read

A practical explanation of neural networks for beginners who want to understand the core idea without getting lost in jargon.

#neural networks#deep learning#beginner AI

AI Learning Notes1 min read

How to think about the three core data splits that help you build machine learning models responsibly.

#machine learning#validation#testing

AI in Healthcare1 min read

A beginner-friendly note on why healthcare AI needs safety, context, workflow fit, and trust beyond model accuracy.

#healthcare AI#safety#evaluation

Business with AI1 min read

A founder/operator note on turning AI ideas into useful workflows, not just impressive demos.

#AI products#product strategy#founders

Founder Notes1 min read

How Jamshaid is connecting Applied AI study with public writing, Codexier AB, Forare, and practical systems.

#applied AI#founder journey#learning in public

AI Learning Notes1 min read

A broad overview of the AI topics Jamshaid is studying and how they connect to real products.

#artificial intelligence#study notes#applied AI

Project Building1 min read

How AI-assisted dispatch, driver onboarding, and route intelligence could shape future mobility platforms like Forare.

#mobility#dispatch#Forare