Shaw Talebi

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From confusion to confidence—get a clear, structured roadmap for building real AI apps with expert guidance and community support.

Teaching 85,000+ AI builders on YouTube.

Ex-Toyota Data Scientist with 8+ years in AI. Teaching over 100k learners.

AI Builders Bootcamp

Revenue Operations

Senior Advisor

Senior Project Manager

Platform Engineering

Lawyer

Analytics Head

SoC Power Lead

Data Scientist

creative director

Google

Amazon Web Services

Microsoft

Salesforce

<h2>Feeling lost in AI tools and tutorials?</h2>There are more resources than ever to start building AI apps. But that's not necessarily a good thing... 😅More options mean more confusion, more research, and more time "learning AI" instead of actually building it.This program is for technical builders who know they’re capable of more, but feel stuck trying to figure out what to learn, what tools to use, and how it all fits together.Here's the truth: ​You don't need to learn everything to ship your first AI app. → You just need a clear vision of what you're trying to build.​Inside, you’ll stop chasing every new tool and start focusing on the few that truly matter for your use case. Each week, we’ll turn core AI concepts (like context engineering, RAG, and agents) into functional prototypes, so you deepen your understanding through building, not theory.By the end, you won’t just “understand AI.” You’ll have a real, working app (and the confidence to build the next one faster).

Join the top 1% who actually build AI apps in 6 weeks (without the guesswork)

Transform ideas into working AI apps

Gain a clear mental framework for AI concepts

Build end-to-end AI apps with confidence

Get expert guidance on project development

Guest lectures ft. real-world use cases

Since LLMs can write most of your code for you, the only requirement is that you are comfortable with the concept of writing/reviewing code.

Coding Basics

Founders 🚀Learn the AI skills you need to turn ideas into working products that can scale.

Tech Freelancers + Consultants 🧑‍💻Add LLM-powered tools to your toolkit and confidently deliver AI solutions to clients.

Technical PMs ⚡️Gain the tech skills you need to turn your product ideas into working prototypes that you can validate quickly.

How to Build a Python Tutor with Claude Code

Learn how to write clear, structured system prompts that guide an LLM’s behavior and teaching style.

Write effective system prompts

Understand how output styles shape explanations, examples, and feedback (without plugins or complex tooling).

Control Claude's behavior with output styles

Walk away with a simple, reusable tutor template you can adapt to learn Python or support other learning tasks.

Build a reusable Python tutor template

Agent Skills vs MCP: What’s the difference?

Understand what Agent Skills and MCP do, how they work, and how they fit into AI development.

Agent Skills and MCP (simply explained)

Learn a simple decision framework for choosing Skills or MCP based on your use case, complexity, and tooling needs.

When to use Skills vs MCP

Walk away with concrete example templates you can adapt for your own agents and projects.

Reusable Skill and MCP templates

30 AI Engineering Terms Explained (in 30 Minutes)

Ex-Toyota Data Scientist with 7 years in AI. Teaching 90k+ learners.

Get clear, simple definitions for 30 key AI terms you need to know.

No More Googling (or AI-ing) in Secret

Explain concepts to clients and teammates without getting lost in buzzword soup.

Communicate with Confidence

Use your new understanding to make better AI project and tool decisions.

Make Smarter Design Choices

How to Code 10X Faster Using AI (without the chaos)

Learn to use Cursor and Claude Code to ship faster without endless debugging.

Master AI Coding Tools

Craft project environments that get agents to write code that's actually helpful.

Write Precise Context & Specs

Use git to checkpoint and rollback changes so you never break working code.

Safely Manage Code Changes

Build Your (Custom) AI Agent with MCP

Learn what MCP is, why it matters, and how it enables LLM-to-tool communication.

Understand MCP Fundamentals

Create your own MCP server (from scratch) to give LLMs custom tools & resources.

Build a Custom MCP Server

Hook up your MCP server to an LLM and run your first working AI agent in minutes.

Create Custom Agents (Fast)

Context Engineering: How to get LLMs to solve your problems

Ex-Toyota Data Scientist with 6+ years in AI. Teaching 85k+ learners.

Understand the differences between prompting and curating the context window.

Prompt Engineering vs Context Engineering

Learn techniques for structuring inputs that guide the model toward the right answers.

5 Practical Tips For Crafting Effective Contexts

Learn to treat context like software modules—versionable, testable, composable.

Learn directly from Shaw Talebi