Becoming a modern AI engineer means mastering web development, machine learning, and AI integration. It’s a hybrid role — you don’t just build apps, you make them intelligent.

Stage 1: Web Foundations & Frontend Basics

Goal: Learn how the web works and build your first interfaces.

• HTML & CSS → Static websites & landing pages
• JavaScript fundamentals → Loops, DOM manipulation
• Responsive design → Mobile-first layouts

Example Projects: Tesla landing page, Netflix clone, YouTube homepage

Stage 2: Advanced Frontend Development

Goal: Create professional, scalable web apps.

• ReactJS → Components, state, hooks
• Redux → State management for large apps
• Frontend architecture → Best practices for scaling

Example Projects: Twitter clone, Google Keep clone, Airbnb clone

Stage 3: Backend Development & Databases

Goal: Handle server logic, APIs, and databases.

• Node.js & Express.js → REST APIs
• MongoDB → CRUD operations and schema design