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.
Anuj Singh
Senior FullStack Developer

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
Prerequisites
- Basic HTML, CSS and JavaScript knowledge
- No prior AI/ML experience required
- A laptop capable of running Node.js and MongoDB
Course Roadmap
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.
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.
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.
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.
AI-Powered Customer Support Chat
A support chat widget backed by an LLM, integrated into a MERN app.
AI Content Recommendation Engine
Personalized content recommendations powered by an AI API.
RAG-Powered Knowledge Base App
Answer questions over your own documents inside a MERN app.
Capstone: AI SaaS Platform
A complete MERN SaaS product with one fully integrated AI feature, deployed.
Assignments
Design a REST API
EasyPlan and document endpoints for a real feature.
JWT Auth Implementation
MediumBuild full signup/login/logout with protected routes.
Connect React to Your API
MediumWire a React UI to real backend endpoints with proper loading states.
Call an LLM API from Node.js
MediumBuild a backend endpoint that calls an LLM API and returns a response.
Stream AI Responses to the Frontend
HardStream a chat-style response from backend to React.
Add Basic RAG Retrieval
HardRetrieve relevant chunks before generating an answer.
Deploy the Full Stack
HardDeploy frontend and backend with correct environment config.
Capstone Feature Build
HardDesign, build, and ship one complete AI-powered feature end-to-end.
Meet Your Instructor

Anuj Singh
Senior FullStack Developer
5+ Years of Experience in MERN Stack development, GenAI, AIML etc.
Certificate You'll Earn

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
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
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
B.Tech / CSE
₹9,999
₹19,999
50% off · Save ₹10,000
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