Learn AI Engineering
By Actually Building Things.

Build RAG pipelines, AI agents, and production LLM apps in our hands-on courses — with real Python code you write and run, not videos you watch.

Trusted by engineers from top companies

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AI Engineer Bootcamp

Stop Calling APIs. Start Building AI Systems.

Go from tutorial projects to production-grade RAG pipelines, agent architectures, and AI applications that companies actually pay for.

Where You Start

Python basics and LLM fundamentals. No PhD required — just curiosity and code.

What You Build

RAG pipelines, multi-agent systems, Text-to-SQL engines, MCP integrations, and your own AI coding agent.

Who You Become

An AI Engineer who ships production systems — not someone who wraps API calls in a notebook.

The market doesn't need more prompt engineers. It needs engineers who build, evaluate, and ship AI systems.

Stop watching 100 hours of videos

Learn what you need. Build what you want. Deploy to production. Architect for scale. Our paths are built to accelerate your career immediately.

Real Code

Clone repos, run locally, debug on your machine. No browser sandboxes or toy demos.

Production-Grade

Build systems that handle real data, real failures, and real scale — not classroom exercises.

Clear Milestones

Each program has a clear progression — from fundamentals to production, with projects along the way.

How It Works

From choosing your path to shipping production code — in three steps.

Choose Your Path

Pick a program that matches your career goal — AI Engineer, Backend, Data, or Fullstack.

Build Real Projects

Work through hands-on workshops where you build production systems on your own machine.

Ship Production Code

Deploy real systems, earn certificates, and build a portfolio of production-grade projects.

Learn by Doing, Not by Watching

Every lesson is an interactive experience — code, quizzes, and real-time feedback built right in.

Chat-Based Lessons

Lessons feel like chatting with a senior engineer — not watching a lecture.

Real Code Blocks

Every code block runs on your machine. Copy, paste, execute — no sandbox.

Quizzes & Exercises

Quick checks that catch gaps before they become real-world mistakes.

XP & Achievements

XP, streaks, and achievements — because learning should feel like progress.

Choose Your Learning Path

Start free, then go deeper with workshops, bootcamps, or accelerators.

Free Courses

Free forever

  • Foundation courses to get started
  • Track progress and earn XP
  • See how you stack up on the leaderboard

Workshops

Pay per workshop

  • Deep-dive hands-on workshops
  • Build real projects, not demos
  • Lifetime access with certificate

Bootcamps

Best Value

Bundle & save

  • Multiple workshops bundled together
  • Structured learning path to mastery
  • Save vs buying individually

One production pattern you can ship this week

Every Tuesday — a real technique you can drop into your codebase. RAG retrieval, agent tool routing, structured outputs, prompt chains that don't break.

Param Harrison

Built by Param Harrison

Head of Engineering with 15+ years building production systems. I've trained 100+ engineers on AI engineering - these programs distill what actually works into structured paths you can follow at your own pace.

@learnwithparamGitHubLinkedIn

Frequently Asked Questions

Everything you need to know about the platform.

What is a Learning Path?

A Learning Path is a structured program of workshops designed to take you from fundamentals to production-ready skills in a specific career track. Each path has a clear progression, hands-on projects, and milestones to track your growth.

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How are Learning Paths different from individual workshops?

Individual workshops teach one skill. Learning Paths combine multiple workshops into a career-focused journey with a logical progression. You get a clear roadmap, from beginner concepts to production-grade systems, instead of picking workshops randomly.

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Is this for beginners?

Our programs are designed for developers who already know the basics of coding (JavaScript/Python). We focus on "production-grade" skills, bridging the gap between tutorials and real-world engineering.

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Do I get lifetime access?

Yes! Whether you purchase a program or an individual workshop, you get unlimited access to the materials, updates, and community support forever.

What is the "Hands-On" learning style?

No long videos. You clone real repos, build projects locally on your machine, and run production-grade code. It's like pair programming with a senior engineer who explains architecture decisions as you build real systems.

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Can I use what I learn at work?

Absolutely. Every workshop builds production-grade systems with real architecture patterns. Engineers from NVIDIA, Microsoft, Wise, and other companies use these programs to upskill their teams.

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What if I only want one workshop?

You can purchase workshops individually. Programs bundle multiple workshops into a career track and are the best value if you want a complete learning path.

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What support do I get?

Everyone can reach out via email. Workshop and program purchasers get priority support directly from Param, plus access to the community for peer help and discussion.

Pick a course. Build something real.

Not sure where to start? Build your first AI app with Python (free)