AI Weekender

AI Weekender

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July 2025

The Judgment Gap: Where AI Can’t Compete
If AI can replace you, maybe you’ve picked the wrong problem
 • 
Claudia Ng
7
RAG Tutorial with Code: Ship Your Own AI Assistant This Weekend
The exact blueprint for building a RAG chatbot that will save you dozens of hours
 • 
Claudia Ng
When AI Becomes Your Partner, Managing It Becomes Your Job
Six stories of shared experience in stepping into AI management.
Published on Build to Launch • 
From Data Scientist to AI Builder: What Actually Works
How I learned to stop chasing tools and start solving problems
 • 
Claudia Ng
9
Claudia vs. Claude: The Vibe Coding Meltdown
I spent six hours arguing with AI about styling. Here's what I learned about building with vibe coding.
 • 
Claudia Ng
2
I Built a Production RAG System from Scratch
Real-world lessons from building, deploying, and scaling a knowledge retrieval system
 • 
Claudia Ng
6

June 2025

The ML skills that don’t transfer to AI (and What Does)
How the Shift from Traditional ML to AI Completely Changed My Approach to Building Intelligent Systems
 • 
Claudia Ng
3
The $10K ML Competition Win That Changed How I Think About My Career
5 lessons about data science success that have nothing to do with code
 • 
Claudia Ng
7
How I Ship AI Projects in Ten Minutes
A practical, beginner-friendly guide to getting your prototypes live
 • 
Claudia Ng
How To Be a 10x Data Scientist in the Age of AI
3 Skills to Future-Proof Your Data Science Career
 • 
Claudia Ng

May 2025

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