Kodeduo

AI Engineering Roadmap 2026

Follow this structured roadmap to become an AI Engineer and build real AI products. From beginner to advanced deployment and SaaS.

🚀 Start Here

Begin your AI Engineering journey

Step 1: Python & Programming

Learn Python, APIs, JSON, Git and basic programming required for AI development.

Step 2: AI & LLM Basics

Understand ChatGPT, Gemini, prompt engineering, tokens, embeddings and LLM basics.

Step 3: Build AI Projects

Build chatbot, document AI, resume analyzer, automation tools using OpenAI & APIs.

Step 4: LangChain & RAG

Learn vector databases, embeddings, RAG systems and AI agents using LangChain.

Step 5: Build AI SaaS

Build full AI SaaS with login, dashboard, API usage and payment integration.

Step 6: Deployment & MLOps

Learn Docker, AWS deployment, CI/CD, monitoring and production AI deployment.

🏁 AI Engineer Ready

Build portfolio, deploy real apps and enter global AI market.

Want structured guidance?

Join Kodeduo AI Engineering Program (Launching Soon)

View Program