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Full Stack MERN with AI (90 Days)

A complete 90-day MERN Stack program (MongoDB, Express, React, Node.js) that goes further than a standard bootcamp — you’ll also integrate real AI features (LLM APIs, AI-powered recommendations and RAG) into a full-stack product, finishing with an AI-powered capstone.

New course — be the first to review90 DaysAdvancedHindi + English
Anuj Singh

Anuj Singh

Senior FullStack Developer

Full Stack MERN with AI (90 Days)

Overview

You will build REST APIs with Express and MongoDB, a modern React frontend, real authentication, and then layer in AI features using LLM APIs and basic RAG — the exact skillset modern product teams are hiring for.

Skills You'll Learn

MongoDB, Express.js, React & Node.js (MERN)
REST API design & JWT authentication
React state management (Context API / Redux Toolkit)
Integrating LLM APIs into a full-stack product
AI-powered features: chat, recommendations, content generation
RAG (Retrieval-Augmented Generation) basics
Testing & deploying a full-stack AI application

Prerequisites

  • Basic HTML, CSS and JavaScript knowledge
  • No prior AI/ML experience required
  • A laptop capable of running Node.js and MongoDB

Course Roadmap

1

Module 1

Modules 1–4: MERN Architecture & Project Setup → Authentication & Authorization

Plan a full-stack MERN app the right way. Build the data layer and API. Design APIs that hold up in production. Add real user accounts.

2

Module 2

Modules 5–8: React Frontend Fundamentals for MERN → Connecting Frontend to Backend End-to-End

Connect the UI to your API. Manage app-wide state cleanly. Handle real user content. Wire the whole stack together properly.

3

Module 3

Modules 9–12: Integrating LLM APIs into MERN → Testing, Deployment & DevOps

Add real AI capability to your stack. Ship features users actually notice. Make AI features accurate, not just impressive. Ship your MERN + AI app to the world.

4

Module 4

Module 13: Capstone: AI-Powered Full-Stack Platform

Bring everything together into one polished, AI-powered app.

Course Curriculum

13 modules · 13 quizzes

  • How the pieces fit together
  • Project structure
  • Environment setup
  • REST API design
  • Mongoose models
  • CRUD endpoints
  • Relationships in MongoDB
  • Validation
  • Error handling middleware
  • JWT auth flow
  • Protected routes
  • Password security
  • Component structure
  • API calls with axios
  • Forms & state
  • Context API / Redux Toolkit
  • Global auth state
  • Loading & error UX
  • Multer + cloud storage
  • Image handling in React
  • Full request/response cycle
  • Handling pagination & search
  • Error boundaries
  • Calling an LLM API from Node.js
  • Streaming responses to React
  • Handling API costs & rate limits
  • AI chat assistant
  • AI-powered recommendations
  • AI content generation
  • Embeddings & vector search basics
  • Retrieval before generation
  • Grounding answers in your own data
  • Testing API & UI
  • Deploying frontend + backend
  • CI basics
  • Architecture review
  • Building the final AI feature
  • Final deployment & demo

Projects

Full-Stack Social Platform

Posts, likes, comments, and auth — a complete MERN social app.

MongoDBExpressReactNode.js

AI-Powered Customer Support Chat

A support chat widget backed by an LLM, integrated into a MERN app.

MERN StackLLM APIs

AI Content Recommendation Engine

Personalized content recommendations powered by an AI API.

MERN StackLLM APIs

RAG-Powered Knowledge Base App

Answer questions over your own documents inside a MERN app.

MERN StackRAGVector Search

Capstone: AI SaaS Platform

A complete MERN SaaS product with one fully integrated AI feature, deployed.

MERN StackLLM APIs

Assignments

Design a REST API

Easy

Plan and document endpoints for a real feature.

JWT Auth Implementation

Medium

Build full signup/login/logout with protected routes.

Connect React to Your API

Medium

Wire a React UI to real backend endpoints with proper loading states.

Call an LLM API from Node.js

Medium

Build a backend endpoint that calls an LLM API and returns a response.

Stream AI Responses to the Frontend

Hard

Stream a chat-style response from backend to React.

Add Basic RAG Retrieval

Hard

Retrieve relevant chunks before generating an answer.

Deploy the Full Stack

Hard

Deploy frontend and backend with correct environment config.

Capstone Feature Build

Hard

Design, build, and ship one complete AI-powered feature end-to-end.

Meet Your Instructor

Anuj Singh

Anuj Singh

Senior FullStack Developer

5+ Years of Experience in MERN Stack development, GenAI, AIML etc.

Certificate You'll Earn

Lunetron Upskill certificate template

CERTIFICATE ID: LNTRN-UPSK-000000

Your Name Here

Successfully completed the Full Stack MERN with AI Mastery Certificate at Lunetron Web Services. We appreciate their dedication and wish them success in their career.”

ISSUING DATE - 27TH MARCH, 2026

Certified proficiency in the MERN stack with real, integrated AI/LLM features.

Student Reviews

The Machine Learning and Deep Learning courses are incredibly well structured. The instructors explain complex concepts simply, and the capstone project became the centerpiece of my portfolio.

Aarush Rai

Aarush Rai

B.Tech / AI-ML

I liked the hands-on approach of the training. Working on assignments and mini projects made the concepts easier to understand, and the AI/ML introduction was a useful addition to the course.

Divyanshu Mishra

Divyanshu Mishra

B.Tech / AI-ML

The Machine Learning and Deep Learning courses are incredibly well structured. The instructors explain complex concepts simply, and the capstone project became the centerpiece of my portfolio.

V K Srivarshini

V K Srivarshini

B.Tech / CSE

₹9,999

₹19,999

50% off · Save ₹10,000

Source code
Projects
Quizzes
Certification
Live sessions
Certificate of completion
7-day money-back guarantee

Career Outcomes

Full Stack Developer roles with AI-integration experienceMERN Stack Developer at product companiesAbility to ship real AI-powered features, not just toy demos

Related Courses

Full Stack MERN with AI (90 Days) | Lunetron Upskill