Project catalog

MCA final year project ideas with deeper technical kits

MCA viva panels push harder on design tradeoffs, security, and evaluation. Prefer kits where you can discuss hybrid search, RBAC matrices, payment signatures, or CNN metrics — then customize seed data and add one enhancement you can own in the report.

34 kits available · From ₹1,499

All (34)AI / ML (12)MERN Stack (10)E-commerce (6)Mobile Apps (6)

B.Tech projects BCA projects BBA projects MCA projects

Popular ideas in this track

▸Hybrid-search RAG over documents or video
▸Text-to-code analytics over Excel data
▸Explainable resume–JD matching
▸Record-level RBAC (fleet / hospital)
▸Multi-vendor marketplace commissions
▸Face recognition attendance systems

Recommended kits

AI / ML

VideoScreens

Chat with PDF

Ask questions about any PDF document and get answers cited by page number. A complete MERN and Python RAG system ready for your final year project submission.

✓Upload any PDF and start asking questions immediately
✓Answers cited by exact page number
✓Hybrid retrieval — correctly handles specific numeric/identifier questions, not just fuzzy topic matches

Streamlitpymupdf4llmsentence-transformers

AI / ML

VideoScreens

Chat with YouTube

Ask questions about any YouTube video and jump straight to the moment it's answered. An AI-powered full-stack project kit with presentation and report.

✓Works even on videos with captions disabled (automatic transcription fallback)
✓Clickable timestamp citations that jump the video player
✓Supports loading multiple videos into one session

Streamlityoutube-transcript-apiyt-dlp

AI / ML

Screens

Chat with Data

Ask for a chart or a number in plain English over your own spreadsheet data. A complete AI final year project kit featuring data analysis and visualization.

✓Handles genuinely open-ended questions, not a fixed chart menu
✓Multi-sheet Excel support — the system writes its own joins across sheets
✓Answers as a chart or a direct number/table, whichever fits the question

StreamlitpandasPlotly

AI / ML

Screens

Resume / JD Matcher

Get an explainable ATS match score between a resume and a job description. A complete AI project kit with working code, report, presentation, and viva prep.

✓Score breakdown shown as a radar chart across 4 components
✓Semantic skill matching — recognizes “ML” and “Machine Learning” as the same skill
✓Lists specific missing must-have and nice-to-have skills by name

Streamlitpymupdf4llmpython-docx

MERN Stack

Vehicle / Fleet Management System

A Vehicle and Fleet Management System featuring real-time availability, driver assignments, and trip lifecycle tracking. A complete final year project kit.

✓Three roles: admin, dispatcher, driver — with record-level ownership checks
✓Vehicle availability lock — assigning a trip marks the vehicle on-trip instantly
✓Driver self-service: view and advance only their own assigned trips

ReactViteExpress

E-commerce

Multi-Vendor Marketplace

Multiple sellers, one storefront — vendor dashboards, commissions, and admin moderation.

✓Vendor onboarding and product listing per seller
✓Single customer cart across multiple vendors
✓Order splitting / vendor-wise fulfillment status

ReactViteRedux Toolkit

AI / ML

Screens

Face Recognition Attendance System

Mark student attendance from a webcam using face recognition — a classic AI + admin panel final year kit.

✓Student registration with face encoding
✓Live webcam or image-based attendance marking
✓Daily attendance logs with export

Pythonface_recognitionOpenCV

MERN Stack

College ERP / Student Portal

Students, courses, attendance, and results in one campus ERP-style MERN project kit.

✓Roles: admin, faculty, student
✓Course and enrollment management
✓Attendance marking and percentage view

ReactViteExpress

AI / ML

College FAQ Chatbot

A campus FAQ chatbot over admissions, fees, and exam rules — RAG or intent-based, viva-ready.

✓FAQ knowledge base with category tags
✓Semantic retrieval + LLM answer phrasing
✓Cited source FAQ entry for every answer

PythonStreamlitsentence-transformers

AI / ML

Fake News Detection System

Classify news headlines and articles as real or fake with an explainable ML pipeline — ready for final year submission.

✓Paste headline/article and get real vs fake prediction
✓Confidence score and top contributing words/features
✓Model training and evaluation metrics in-app

PythonScikit-learnStreamlit

E-commerce

Fashion Boutique Store

Apparel variants (size/color), lookbook catalog, and checkout — fashion e-commerce kit.

✓Product variants for size and color
✓Collection / category browse pages
✓Stock tracked per variant SKU

ReactViteRedux Toolkit

Mobile Apps

Flutter Doctor Appointment App

Book doctors, manage slots, and track appointments — a Flutter + Firebase mobile kit.

✓Patient and doctor role flows
✓Doctor profiles and slot booking
✓Appointment status updates

FlutterDartFirebase Auth

Mobile Apps

Flutter Expense Tracker

Track daily expenses, categories, and monthly charts — a clean Flutter finance kit.

✓Add/edit/delete transactions
✓Category budgets and monthly summary
✓Charts for spending breakdown

FlutterDartSQLite/Hive

Mobile Apps

Flutter Notes & Tasks App

Notes, checklists, and reminders in a polished Flutter productivity kit.

✓Notes and checklist tasks
✓Search, pin, and archive
✓Reminder flags and due dates

FlutterDartSQLite/Hive

Mobile Apps

Flutter Recipe Finder App

Browse recipes, save favorites, and filter by ingredients — a Flutter content app kit.

✓Recipe browse/search with filters
✓Step-by-step detail screens
✓Favorites and recent views

FlutterDartProvider/Riverpod

E-commerce

Food Delivery Platform

Restaurants, menus, cart, and delivery status tracking — a Swiggy-style MERN kit.

✓Restaurant and menu browsing with filters
✓Cart and checkout with address selection
✓Order status flow: placed → preparing → out for delivery → delivered

ReactViteRedux Toolkit

MERN Stack

Gym Management System

Memberships, trainer schedules, attendance, and payments for a fitness center — MERN kit.

✓Membership plans with active / expired status
✓Trainer assignment and class schedule slots
✓Member attendance check-in log

ReactViteExpress

MERN Stack

Hospital Management System

Appointments, doctor schedules, patient records, and billing in one MERN hospital admin kit.

✓Roles: admin, doctor, receptionist, patient
✓Appointment booking with doctor slot availability
✓Patient medical visit notes and prescription records

ReactViteExpress

MERN Stack

Hotel Booking System

A complete Hotel Booking System with live room availability checks, automatic rate calculation, guest self-service, and a comprehensive admin dashboard.

✓Three roles: admin, front-desk, guest — each with correct access boundaries
✓Live availability check — booking a room marks it occupied immediately
✓Auto-calculated total from nights × room rate, computed server-side

ReactViteExpress

MERN Stack

Inventory & Warehouse Management

Stock levels, purchase/sales, low-stock alerts, and warehouse roles in a MERN inventory kit.

✓Multi-warehouse stock quantities
✓Purchase and sales transactions updating stock
✓Low-stock alerts and reorder thresholds

ReactViteExpress

E-commerce

MERN E-Commerce Store

A complete MERN E-Commerce Store project kit featuring secure Razorpay payment integration, a shopping cart, and a comprehensive admin dashboard.

✓Product catalog with search, category filter, and sort (price, rating, newest)
✓Persistent cart with quantity controls and free-shipping threshold
✓Razorpay checkout with server-side HMAC signature verification

ReactViteRedux Toolkit

AI / ML

Movie Recommendation System

Content-based and collaborative filtering recommendations with an interactive Streamlit explorer.

✓Search movies and view similar recommendations
✓Toggle content-based vs collaborative modes
✓Explain why a title was recommended

PythonPandasScikit-learn

E-commerce

Online Bookstore

Books catalog, reviews, wishlist, and secure checkout — a focused e-commerce kit for CS projects.

✓Book catalog with author, genre, and price filters
✓Ratings, reviews, and wishlist
✓Cart and Razorpay checkout

ReactViteRedux Toolkit

MERN Stack

Online Examination System

Timed MCQ exams, auto-scoring, and result dashboards for colleges — a MERN exam portal kit.

✓Teacher creates exams with MCQ banks and duration limits
✓Student exam attempt with live countdown timer
✓Auto-scoring and result publication

ReactViteExpress

MERN Stack

Online Job Portal

Job seekers apply, recruiters post openings, admins moderate — a full MERN careers portal kit.

✓Roles: admin, recruiter, job seeker
✓Job posting with skills, location, and salary filters
✓Resume upload and application tracking

ReactViteExpress

E-commerce

Online Pharmacy Store

Medicines catalog, prescription upload flag, and checkout — pharmacy e-commerce kit.

✓OTC vs prescription-required product flags
✓Prescription file upload on Rx items
✓Search by medicine name / salt

ReactViteRedux Toolkit

AI / ML

Plant Disease Classification

Upload a leaf photo and get the disease class with confidence — a CNN image project for agriculture-themed submissions.

✓Leaf image upload and disease class prediction
✓Confidence scores across top classes
✓Sample image gallery for live demo

PythonTensorFlow/KerasStreamlit

Mobile Apps

React Native Chat App

One-to-one chat with auth and realtime messages — a React Native + Firebase kit.

✓Email/password authentication
✓User list and one-to-one threads
✓Realtime message updates

React NativeExpoFirebase Auth

Mobile Apps

React Native Fitness Tracker

Workouts, steps/goals, and progress charts — a React Native health kit for final year.

✓Workout logging by type and duration
✓Weekly goals and streaks
✓Progress charts

React NativeExpoReact Navigation

MERN Stack

Restaurant Management System

A complete Restaurant Management System with dine-in table tracking, live price calculation, and kitchen status flow. Ready for your college project.

✓Three roles: admin, staff, customer — with clean access separation
✓Order lifecycle: placed → preparing → served → completed, with table sync
✓Server-side price calculation — client can never submit a manipulated total

ReactViteExpress

AI / ML

Sentiment Analysis Dashboard

Analyze product reviews or social text as positive, negative, or neutral — with charts for your viva demo.

✓Batch CSV upload or single-text analysis
✓Positive / negative / neutral classification
✓Dashboard charts for sentiment mix over time

PythonStreamlitScikit-learn

MERN Stack

Smart Library Management System

A full-stack Smart Library Management System featuring role-based access control, real-time book loan tracking, and a secure audit trail for administrators.

✓Three roles: admin, librarian, member — each with a distinct dashboard
✓Issue and return loans with automatic availability tracking
✓Member self-service: view available books and personal loan history

ReactViteExpress