50 Capstone Project Ideas for MSBTE Computer Engineering Diploma

Finding the right capstone project is one of the most critical decisions of your diploma final year. A well-chosen project demonstrates your technical skills, problem-solving ability, and domain knowledge to both your college evaluators and future employers. This curated list of 50 in-depth project ideas spans 6 technology domains — all tailored for MSBTE Diploma Computer Engineering students in Semester 5 and 6.

Each project includes a brief description, objective, scope, recommended technologies, and expected outcome. Want the full project guide, report, and black book? Click the WhatsApp "Get Project" button on any project — our team will deliver the complete package.

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A – WEB & APP DEVELOPMENT (Projects 1–10)

Project 1: College ERP System (Mini)

  • Brief: A web-based Enterprise Resource Planning system for a diploma college covering student enrollment, timetable management, attendance, marks entry, and notice board — all in one portal.
  • Objective: To build a multi-role portal (Admin, Faculty, Student) that automates day-to-day college operations and replaces paper-based records.
  • Scope:
    • Modules: Login, Attendance, Marks, Timetable, Notice Board
    • Multi-branch, multi-semester support
    • Downloadable reports in PDF / Excel
  • Technologies:
    PHPMySQLHTML/CSSBootstrapJavaScriptFPDF library
  • Methodology:
    1. 1. Requirement gathering from college administration
    2. 2. Database design (ER diagram with 10+ tables)
    3. 3. Role-based login system
    4. 4. Module-by-module development
    5. 5. Testing with real student data (dummy)
    6. 6. Deployment on localhost / free hosting
  • Expected Outcome: Fully functional ERP portal; reduces administrative paperwork by 70%; faculty can enter marks online; students can view results instantly.
  • 📌 Medium-High | Duration: 4 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 2: Online Blood Bank Management System

  • Brief: A platform connecting blood donors, blood banks, and hospitals. Donors register and update availability; hospitals search for required blood groups and contact donors directly.
  • Objective: To build a real-time blood availability tracker with donor registration, search by blood group and location, and emergency request alerts.
  • Scope:
    • Donor and hospital registration
    • Blood group-wise inventory management
    • SMS/Email alert on emergency requests
    • Admin panel for blood bank staff
  • Technologies:
    PHP / Node.jsMySQLGoogle Maps APIBootstrapTwilio SMS API
  • Methodology:
    1. 1. Identify stakeholders (donors, hospitals, blood banks)
    2. 2. Design database schema
    3. 3. Build registration and search modules
    4. 4. Integrate location-based search
    5. 5. Implement alert system
    6. 6. Test with sample data
  • Expected Outcome: Working portal where hospitals can find nearest available donors; emergency alerts reduce response time significantly.
  • 📌 Medium | Duration: 3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 3: Online Voting System with OTP Verification

  • Brief: A secure digital voting platform for college/institute elections where voters authenticate via OTP and can vote only once, with real-time result display after polling closes.
  • Objective: To replace manual ballot-based elections with a transparent, tamper-proof digital system using OTP-based identity verification.
  • Scope:
    • Voter registration with ID verification
    • OTP via email/SMS for authentication
    • Candidates and position management
    • Live result dashboard (after deadline)
  • Technologies:
    Python (Flask) / PHPMySQLTwilio / EmailJSChart.jsBootstrap
  • Methodology:
    1. 1. Admin sets up election (candidates, positions, deadline)
    2. 2. Voters register with unique ID
    3. 3. OTP sent at login; one-time vote recorded
    4. 4. Database prevents duplicate votes
    5. 5. Results visible only post-deadline
    6. 6. Admin can export final tally
  • Expected Outcome: Fraud-free election system; zero proxy votes; instant result generation.
  • 📌 Medium | Duration: 3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 4: Restaurant Food Ordering System (QR-Based)

  • Brief: Customers scan a QR code at their table, view the digital menu, place orders directly to the kitchen screen, and pay online — eliminating the need for a waiter to take orders manually.
  • Objective: To design and implement a QR-based contactless food ordering system with a kitchen dashboard and billing module.
  • Scope:
    • QR code generation per table
    • Customer-facing menu and cart
    • Kitchen order display (KOT screen)
    • Bill generation with GST
    • Admin panel for menu management
  • Technologies:
    React.js / HTML+JSNode.jsMongoDB / MySQLSocket.ioRazorpay / QR library
  • Methodology:
    1. 1. Generate unique QR for each table
    2. 2. Customer scans -> sees menu -> places order
    3. 3. Order pushed to kitchen screen via WebSockets
    4. 4. Kitchen marks order ready
    5. 5. Bill auto-generated
  • Expected Outcome: Fully contactless ordering system; reduces order errors; faster table turnaround; demo-ready for restaurant pilot.
  • 📌 Medium-High | Duration: 3–4 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 5: Job Portal for Diploma Students

  • Brief: A dedicated job board where diploma graduates post their profiles, companies post openings, and an admin matches and shortlists candidates based on branch and skills.
  • Objective: To build a niche recruitment platform focused on diploma-level engineering students, with resume builder, job alerts, and application tracking.
  • Scope:
    • Student and employer registration
    • Resume/profile builder
    • Job listing with filters (branch, location, salary)
    • Application tracking dashboard
    • Email notifications for shortlisting
  • Technologies:
    PHP / DjangoMySQL / PostgreSQLBootstrapSMTP (PHPMailer)
  • Methodology:
    1. 1. Design entity-relationship model
    2. 2. Build registration and profile modules
    3. 3. Job posting and filtering engine
    4. 4. Application workflow (Apply -> Shortlist -> Reject)
    5. 5. Email notification integration
    6. 6. Admin oversight panel
  • Expected Outcome: Live job portal specific to diploma engineers; bridges gap between polytechnic students and local industries.
  • 📌 Medium | Duration: 3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 6: Hostel Management System

  • Brief: A complete hostel administration system for polytechnic/college hostels covering room allotment, fee collection, mess management, complaint registration, and warden notifications.
  • Objective: To digitize hostel operations, track occupancy in real time, and provide students a portal to raise complaints and view fee dues.
  • Scope:
    • Room allocation with vacancy tracker
    • Fee payment records
    • Mess menu management
    • Complaint and maintenance request module
    • Warden dashboard
  • Technologies:
    PHPMySQLBootstrapJavaScriptFPDF
  • Methodology:
    1. 1. Map all hostel processes manually first
    2. 2. Design database (rooms, students, fees, complaints)
    3. 3. Develop modules one by one
    4. 4. Integrate PDF receipt generation
    5. 5. User acceptance testing with hostel staff
  • Expected Outcome: Zero paperwork for hostel administration; instant occupancy reports; complaint resolution tracking.
  • 📌 Medium | Duration: 3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 7: Grocery Delivery Web Application

  • Brief: A hyperlocal grocery ordering platform where nearby shops list their products and customers order for same-day delivery or pickup, targeting Tier-2 cities and towns.
  • Objective: To develop a full-stack e-commerce application for grocery ordering with vendor management, customer cart, and delivery tracking.
  • Scope:
    • Vendor onboarding and product listing
    • Customer order and cart
    • Order status tracking
    • Admin commission management
    • Delivery boy app (basic)
  • Technologies:
    React.jsNode.jsMongoDBRazorpayFirebase (notifications)
  • Methodology:
    1. 1. Identify local vendor requirements
    2. 2. Build vendor and customer panels
    3. 3. Cart and checkout with payment gateway
    4. 4. Real-time order tracking via status updates
    5. 5. Admin panel for oversight
  • Expected Outcome: Working grocery app as a business-ready prototype; demonstrates full-stack development and payment integration skills.
  • 📌 High | Duration: 4 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 8: Student Feedback and Course Review System

  • Brief: An anonymous digital feedback system where students rate faculty and subjects at the end of each semester; administration can view aggregated reports and identify areas for improvement.
  • Objective: To replace paper feedback forms with a digital, tamper-proof, anonymous feedback system with graphical analysis.
  • Scope:
    • Student login (anonymous submission)
    • Feedback form per subject/faculty
    • Rating with open-ended comments
    • Admin analytics dashboard (charts)
    • Departmental report generation
  • Technologies:
    PHP / FlaskMySQLChart.jsBootstrapFPDF
  • Methodology:
    1. 1. Design feedback questionnaire structure
    2. 2. Ensure anonymization (no student name in DB for responses)
    3. 3. Build form submission module
    4. 4. Develop analytics and visual reports
    5. 5. Testing with actual batch
  • Expected Outcome: Anonymous, bias-free feedback data; visual reports highlight top and bottom-rated faculty/subjects; admin decision-making improved.
  • 📌 Medium | Duration: 2–3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 9: Library Management System (Digital + Physical)

  • Brief: A complete library automation system with barcode-based book issuing, member management, fine calculation, and an online book search catalog.
  • Objective: To automate a college library — from cataloging books to issuing, returning, fine collection, and generating overdue reports.
  • Scope:
    • Book catalog with barcode/ISBN search
    • Member registration
    • Issue / return / renew workflow
    • Fine calculation (per day)
    • Overdue SMS/email alerts
    • Admin reports
  • Technologies:
    PHP / Python (Django)MySQLBarcode library (ZXing / php-barcode)Bootstrap
  • Methodology:
    1. 1. Catalog existing books with ISBN
    2. 2. Build issue/return module with date tracking
    3. 3. Implement fine calculation logic
    4. 4. Generate overdue reports automatically
    5. 5. Test with library staff
  • Expected Outcome: 100% digital tracking of all books; zero manual register; fine recovery improved; popular book trends visible.
  • 📌 Medium | Duration: 3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 10: Event Management Portal for College

  • Brief: A portal to manage college fest, seminars, and sports events — from event creation and registration to scheduling, participant certificates, and result announcement.
  • Objective: To provide a single platform for all college event activities, replacing scattered WhatsApp groups and paper registrations.
  • Scope:
    • Event creation with posters
    • Student online registration
    • Schedule and venue management
    • Result publishing
    • Auto-generated participation certificates (PDF)
  • Technologies:
    PHP / Node.jsMySQLBootstrapFPDF / PDFKitSMTP
  • Methodology:
    1. 1. Event creation module for admin/faculty
    2. 2. Student registration and confirmation email
    3. 3. Schedule builder (day-wise)
    4. 4. Result entry and announcement
    5. 5. Certificate template with auto-fill and download
  • Expected Outcome: Full-lifecycle event management in one portal; 500+ participant certificates generated in one click.
  • 📌 Medium | Duration: 3 months
📦 Full Guide + Black Book Get Project – ₹1,500

B – ARTIFICIAL INTELLIGENCE & MACHINE LEARNING (Projects 11–20)

Project 11: Crop Disease Detection Using CNN

  • Brief: Farmers photograph crop leaves; a trained deep learning model identifies the disease and recommends treatment, accessible via a simple mobile-friendly web app.
  • Objective: Train a Convolutional Neural Network (CNN) on PlantVillage dataset to classify 10+ crop diseases with 90%+ accuracy and deploy it.
  • Scope:
    • 10 disease classes (tomato, wheat, rice, etc.)
    • Image upload via web app
    • Treatment suggestion for each disease
    • Multilingual output (Marathi/Hindi optional)
  • Technologies:
    PythonTensorFlow/KerasMobileNet (Transfer Learning)FlaskHTML/CSSPlantVillage dataset
  • Expected Outcome: Mobile-friendly app with 90%+ accuracy; disease name + treatment returned within 3 seconds of upload.
  • 📌 Medium-High | Duration: 3–4 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 12: Spam Email Classifier

  • Brief: A machine learning model that classifies emails as spam or ham using NLP techniques, deployable as a browser extension or web tool.
  • Objective: Build and compare multiple ML classifiers (Naive Bayes, SVM, LSTM) to detect spam emails with high precision and low false positives.
  • Scope:
    • Email dataset (Enron / SpamAssassin)
    • Text preprocessing pipeline
    • Model comparison report
  • Technologies:
    PythonScikit-learnNLTKPandasFlaskHTML
  • Expected Outcome: Model with 97%+ accuracy; web tool where users paste email text and get classification instantly.
  • 📌 Medium | Duration: 2–3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 13: Face Recognition Attendance System

  • Brief: Automates classroom attendance using real-time facial recognition via webcam, eliminating proxy attendance and manual registers.
  • Objective: Build a Python-based system that recognizes students' faces from live video, marks attendance in a database, and generates reports.
  • Scope:
    • Supports 50–100 students per class
    • Real-time webcam recognition
  • Technologies:
    PythonOpenCVface_recognition librarySQLite/MySQLFlaskBootstrap
  • Expected Outcome: Attendance marked in under 2 seconds per student; monthly defaulter list generated automatically.
  • 📌 Medium | Duration: 3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 14: Sentiment Analysis of Product Reviews

  • Brief: Analyzes customer reviews from e-commerce sites (scraped or uploaded) and classifies them as Positive, Negative, or Neutral with a visual summary dashboard.
  • Objective: To build an NLP pipeline that processes raw review text, determines sentiment polarity, and presents visual insights.
  • Scope:
    • Input: CSV of reviews or live Amazon scraping
    • Output: Pie chart, word cloud, sentiment scores
  • Technologies:
    PythonVADER / TextBlob / BERTMatplotlibWordCloudStreamlit
  • Expected Outcome: Interactive dashboard showing sentiment breakdown, word clouds, and trend over time for any product category.
  • 📌 Medium | Duration: 2–3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 15: AI-Based Resume Screening Tool

  • Brief: An HR automation tool that parses uploaded resumes, extracts key skills and experience, and scores candidates against a job description automatically.
  • Objective: To reduce manual resume shortlisting time by 80% using NLP-based resume parsing and job-description matching.
  • Scope:
    • PDF resume upload
    • JD input by HR
    • Skill extraction and match scoring
  • Technologies:
    PythonspaCyPyMuPDFScikit-learn (cosine similarity)FlaskBootstrap
  • Expected Outcome: Tool processes 50 resumes in under 1 minute; shortlist accuracy comparable to manual screening.
  • 📌 Medium-High | Duration: 3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 16: Hand Gesture Controlled Mouse

  • Brief: Replace the physical mouse with hand gestures captured via webcam. Users move cursor, click, and scroll using finger positions detected by computer vision.
  • Objective: Build a real-time system using MediaPipe to detect hand landmarks and map gestures to mouse actions.
  • Technologies:
    PythonOpenCVMediaPipePyAutoGUI
  • Expected Outcome: Fully functional gesture mouse; useful for presentations; accessibility application for mobility-impaired users.
  • 📌 Medium | Duration: 2 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 17: Object Detection for Visually Impaired (Audio Feedback)

  • Brief: A camera-based assistive system that detects objects in real time using YOLO and announces them audibly, helping visually impaired people navigate their environment.
  • Objective: Deploy YOLOv8 for real-time object detection and convert detection labels to speech output using text-to-speech engine.
  • Technologies:
    PythonYOLOv8 (Ultralytics)OpenCVpyttsx3 (TTS)NumPy
  • Expected Outcome: Real-time audio guide for objects in camera view; strong social impact; good for exhibition demos.
  • 📌 Medium | Duration: 2–3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 18: Fake News Detection System

  • Brief: An NLP classifier that takes a news article headline or body text and predicts whether it is real or fake, with confidence score.
  • Objective: Train and compare ML/DL models on labeled fake news datasets and deploy as a browser-accessible fact-check tool.
  • Technologies:
    PythonScikit-learnTensorFlow/KerasTransformers (HuggingFace)
  • Expected Outcome: Tool with 92%+ accuracy on test set; live demo accessible via browser.
  • 📌 Medium-High | Duration: 3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 19: Virtual Classroom Engagement Monitor

  • Brief: During online classes, the system uses webcam to detect student engagement (attentive, distracted, sleepy) using facial expression and eye-gaze analysis.
  • Objective: To help teachers understand student engagement in real-time and generate per-session engagement reports.
  • Technologies:
    PythonOpenCVdlib (68 landmark model)FlaskChart.js
  • Expected Outcome: Live engagement meter visible to instructor; identifies struggling students; downloadable session report.
  • 📌 Medium-High | Duration: 3–4 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 20: Handwritten Digit and Character Recognition

  • Brief: A web app where users draw digits or characters on a canvas and the system recognizes them using a trained neural network, useful for digitizing handwritten forms.
  • Technologies:
    PythonTensorFlow/KerasFlaskHTML5 CanvasJavaScript
  • Expected Outcome: Real-time character recognition; extensible to full handwritten form digitization.
  • 📌 Medium | Duration: 2–3 months
📦 Full Guide + Black Book Get Project – ₹1,500

C – CYBERSECURITY & NETWORKING (Projects 21–28)

Project 21: Network Intrusion Detection System (IDS)

  • Brief: A software-based IDS that monitors network traffic in real time, detects anomalies (port scans, DoS patterns), and raises alerts.
  • Technologies:
    PythonScapyScikit-learnPandasWireshark (for testing)Flask
  • Expected Outcome: IDS that detects 90%+ of simulated attack scenarios; real-time alert log; traffic stats dashboard.
  • 📌 High | Duration: 4 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 22: Password Strength Analyzer and Generator

  • Brief: A web tool that analyzes passwords for strength using rule-based and entropy-based scoring, and generates strong passwords based on user-defined constraints.
  • Technologies:
    Python / JavaScriptFlask / vanilla JSzxcvbn libraryBootstrap
  • 📌 Easy-Medium | Duration: 2 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 23: Steganography Tool – Hidden Message in Image

  • Brief: A tool that hides secret text inside image files using LSB (Least Significant Bit) steganography and retrieves it with a password key.
  • Technologies:
    PythonPillowPyCryptodome (AES)FlaskHTML/CSS
  • 📌 Medium | Duration: 2 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 24: Phishing Website Detector

  • Brief: A Chrome extension or web tool that analyzes a URL and predicts whether it is a phishing website using ML features extracted from the URL structure and web content.
  • Technologies:
    PythonScikit-learnFlaskJavaScriptPhishTank dataset
  • 📌 Medium-High | Duration: 3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 25: Caesar to AES – Cryptography Visualizer

  • Brief: An educational web tool that visually demonstrates different encryption algorithms from Caesar cipher to AES, showing each step interactively.
  • Technologies:
    HTMLCSSJavaScriptCryptoJS libraryBootstrap
  • 📌 Medium | Duration: 2–3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 26: Secure File Transfer Application

  • Brief: A desktop/web application for transferring files over a local network with end-to-end AES encryption.
  • Technologies:
    PythonPyCryptodomesocket programmingTkinter / Flask
  • 📌 Medium | Duration: 2–3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 27: Log Analysis and Anomaly Detection Tool

  • Brief: A tool that parses web server or system logs, detects suspicious patterns, and generates a security report.
  • Technologies:
    PythonPandasMatplotlibscikit-learn (Isolation Forest)FPDF
  • 📌 Medium-High | Duration: 3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 28: Digital Watermarking System

  • Brief: Embeds an invisible digital watermark (owner information) into images for copyright protection.
  • Technologies:
    PythonNumPyOpenCVPillowSciPy (DCT)
  • 📌 High | Duration: 3–4 months
📦 Full Guide + Black Book Get Project – ₹1,500

D – IOT & EMBEDDED SYSTEMS (CS+EC Overlap) (Projects 29–35)

Project 29: Smart Attendance Using RFID

  • Brief: Students tap their RFID card on a reader; attendance is marked automatically in a cloud database.
  • Technologies:
    ArduinoRFID RC522ESP8266FirebasePHP dashboardTwilio
  • 📌 Medium | Duration: 3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 30: IoT Air Quality Monitoring Station

  • Brief: A portable device that measures PM2.5, CO2, temperature, and humidity; logs data to cloud.
  • Technologies:
    Arduino / ESP32MQ-135DHT22ThingSpeakHTML
  • 📌 Medium | Duration: 2–3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 31: Automated Plant Watering System

  • Brief: Soil moisture sensor + microcontroller + water pump system that automatically waters plants when soil is dry.
  • Technologies:
    Arduino / ESP8266Soil moisture sensorRelayWater pumpBlynk
  • 📌 Easy-Medium | Duration: 2 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 32: Vehicle Tracking System Using GPS + GSM

  • Brief: A GPS module fitted to a vehicle sends real-time location data via GSM to a web dashboard.
  • Technologies:
    Arduino MegaNEO-6M GPSSIM800L GSMGoogle Maps APIPHP
  • 📌 Medium-High | Duration: 3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 33: Smart Dustbin with Fill-Level Monitoring

  • Brief: Ultrasonic sensors detect fill level of public dustbins; data is sent to a city dashboard.
  • Technologies:
    ESP8266HC-SR04 UltrasonicFirebaseGoogle Maps JSBootstrap
  • 📌 Easy-Medium | Duration: 2 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 34: Smart Helmet for Miners (Safety Alert)

  • Brief: A wearable helmet prototype for coal/underground miners that detects toxic gases, temperature extremes.
  • Technologies:
    Arduino NanoMQ sensorsDHT22MPU6050SIM800 GSMGPS
  • 📌 Medium-High | Duration: 3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 35: Contactless Visitor Management System

  • Brief: Visitors at an office/college scan a QR code, fill a digital form on their phone, and get a one-time pass.
  • Technologies:
    PHP / Node.jsMySQLQR code (phpqrcode)Twilio SMSBootstrap
  • 📌 Medium | Duration: 2–3 months
📦 Full Guide + Black Book Get Project – ₹1,500

E – DATABASE & DATA ANALYTICS (Projects 36–42)

Project 36: Student Performance Prediction System

  • Brief: Predicts a student's final grade based on early-semester data.
  • Technologies:
    PythonScikit-learnPandasMatplotlibFlaskBootstrap
  • 📌 Medium | Duration: 3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 37: COVID-19 / Disease Data Visualization Dashboard

  • Brief: An interactive dashboard that fetches real-time disease data and displays animated maps.
  • Technologies:
    PythonPandasPlotly / D3.jsDash / Streamlit
  • 📌 Medium | Duration: 2–3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 38: E-Commerce Sales Analytics System

  • Brief: An analytics backend and dashboard for a small e-commerce store.
  • Technologies:
    PythonMySQLPandasMatplotlib / PlotlyFlask
  • 📌 Medium | Duration: 2–3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 39: Bus Route Optimization Using Graph Algorithms

  • Brief: Models a city's bus network as a graph and applies Dijkstra's algorithm.
  • Technologies:
    PythonNetworkXFolium (map)PandasFlask
  • 📌 Medium | Duration: 2–3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 40: Hospital Patient Records Management System

  • Brief: A digital OPD and patient record system for clinics.
  • Technologies:
    PHP / DjangoMySQLBootstrapFPDFAJAX
  • 📌 Medium | Duration: 3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 41: Personal Finance Tracker with AI Insights

  • Brief: A web app where users log income and expenses, with auto-categorization.
  • Technologies:
    PythonFlaskSQLiteScikit-learnChart.js
  • 📌 Medium | Duration: 3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 42: Social Media Trend Analyzer

  • Brief: Fetches trending hashtags and keywords, performs NLP sentiment analysis.
  • Technologies:
    PythonTweepyNLTKGensimMatplotlibStreamlit
  • 📌 Medium-High | Duration: 3 months
📦 Full Guide + Black Book Get Project – ₹1,500

F – INNOVATIVE / SOCIAL IMPACT PROJECTS (Projects 43–50)

Project 43: Sign Language to Text Converter

  • Brief: Uses computer vision and hand tracking to recognize Indian Sign Language.
  • Technologies:
    PythonMediaPipeOpenCVTensorFlow/Keraspyttsx3
  • 📌 High | Duration: 4 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 44: Roadpot Detection System Using Smartphone Camera

  • Brief: Detects potholes in real time using YOLOv8 and tags GPS location.
  • Technologies:
    PythonYOLOv8OpenCVGPS APIFlaskLeaflet.js
  • 📌 High | Duration: 4 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 45: AR-Based College Campus Navigation App

  • Brief: A mobile web app using augmented reality overlays to guide students.
  • Technologies:
    AR.jsA-FrameHTML/CSS/JSNode.js
  • 📌 High | Duration: 4 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 46: Multilingual Chatbot for Government Schemes

  • Brief: A chatbot that answers queries about government schemes in local languages.
  • Technologies:
    PythonRasa / DialogflowGoogle Translate APIFlask
  • 📌 Medium-High | Duration: 3–4 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 47: Automatic Question Paper Generator

  • Brief: System auto-generates a formatted question paper from a question bank.
  • Technologies:
    PHP / DjangoMySQLFPDF / python-docxBootstrap
  • 📌 Medium | Duration: 2–3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 48: Expense Splitting App (Splitwise Clone)

  • Brief: A group expense management app with a debt simplification algorithm.
  • Technologies:
    React.js / PHPMySQLBootstrapTwilio
  • 📌 Medium | Duration: 3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 49: E-Waste Management & Collection Portal

  • Brief: Connects households with certified e-waste collectors based on location.
  • Technologies:
    React / HTMLNode.jsFirebaseGoogle Maps API
  • 📌 Medium | Duration: 3 months
📦 Full Guide + Black Book Get Project – ₹1,500

Project 50: AI-Powered Personal Study Assistant (Chatbot)

  • Brief: A study chatbot tailored for diploma students that answers queries using RAG.
  • Technologies:
    PythonLangChainOpenAI API / OllamaFAISSFlask
  • 📌 High | Duration: 4 months
📦 Full Guide + Black Book Get Project – ₹1,500

Share these project ideas with your classmates!

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