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50 Final Year Project (FYP) Ideas for Computer Science Students with Tech Stacks

Choosing a final year project (FYP) can be daunting for computer science students. The ideal project combines practical skills with innovative solutions, showcasing your knowledge and setting you up for success in the tech industry. Below is a list of 50 project ideas across various domains, including their recommended tech stacks.

1. AI-Powered Chatbot

• Description: Create an intelligent chatbot that answers queries in real-time.
• Tech Stack: Python, TensorFlow, Rasa, NLTK, Flask, MongoDB.

2. Facial Recognition Attendance System

• Description: Build a system that tracks attendance using facial recognition technology.
• Tech Stack: Python, OpenCV, Keras, SQLite, Flask.

3. Real-time Traffic Monitoring System

• Description: Implement a system to monitor live traffic and predict congestion.
• Tech Stack: Python, OpenCV, TensorFlow, Keras, Kafka, MongoDB.

4. AI-based Sentiment Analysis

• Description: Create a model that analyzes social media posts for sentiment.
• Tech Stack: Python, Natural Language Toolkit (NLTK), Keras, Flask, MongoDB.

5. IoT-based Smart Home System

• Description: Design a home automation system that controls lights, temperature, and security.
• Tech Stack: Arduino, NodeMCU, C/C++, MQTT, Python, Raspberry Pi.

6. Blockchain Voting System

• Description: Develop a secure and transparent voting platform using blockchain.
• Tech Stack: Solidity, Ethereum, React.js, Node.js, MongoDB.

7. E-commerce Platform with Recommendation Engine

• Description: Build an e-commerce platform with AI-powered product recommendations.
• Tech Stack: Python, Django, React.js, MongoDB, TensorFlow.

8. AI-based Healthcare Diagnostic Tool

• Description: Create a diagnostic tool that predicts diseases based on symptoms.
• Tech Stack: Python, TensorFlow, Flask, SQLite, Keras.

9. Online Learning Platform with Video Streaming

• Description: Build an online learning platform with video lectures and quizzes.
• Tech Stack: React.js, Node.js, MongoDB, WebRTC, Docker.

10. Fraud Detection System using Machine Learning

• Description: Create a system that detects fraudulent activities in banking transactions.
• Tech Stack: Python, Scikit-learn, TensorFlow, Django, MySQL.

11. Cybersecurity Threat Detection System

• Description: Develop a system that detects anomalies in network traffic for cybersecurity.
• Tech Stack: Python, Scapy, TensorFlow, Flask, MongoDB.

12. AI-based Stock Price Prediction

• Description: Predict stock market trends using AI and machine learning algorithms.
• Tech Stack: Python, TensorFlow, Keras, Flask, SQLite.

13. AI-based Image Caption Generator

• Description: Build a deep learning model that generates captions for images.
• Tech Stack: Python, TensorFlow, Keras, Flask, React.js.

14. Social Media Sentiment Analysis Tool

• Description: Develop a tool that analyzes social media sentiment for a specific topic.
• Tech Stack: Python, NLTK, Flask, React.js, MongoDB.

15. AI-Powered Resume Screening System

• Description: Create a system that automatically screens resumes based on job descriptions.
• Tech Stack: Python, Natural Language Processing (NLP), Flask, MongoDB.

16. AI-based Personal Finance Manager

• Description: Develop an app to track personal finances and provide budgeting tips.
• Tech Stack: Python, TensorFlow, Flask, SQLite, React.js.

17. Online Voting System

• Description: Build a secure, decentralized voting system.
• Tech Stack: Blockchain (Solidity, Ethereum), Web3.js, React.js, Node.js.

18. AI-powered Virtual Assistant

• Description: Build a virtual assistant like Siri or Alexa for basic tasks.
• Tech Stack: Python, NLP, Flask, React Native.

19. Human Activity Recognition System

• Description: Implement a machine learning model to classify human activities from video footage.
• Tech Stack: Python, OpenCV, TensorFlow, Flask, MongoDB.

20. IoT-based Smart Irrigation System

• Description: Create an IoT system to automate irrigation based on soil moisture levels.
• Tech Stack: Arduino, NodeMCU, C/C++, MQTT, Python, Raspberry Pi.

21. Secure File Sharing System using Blockchain

• Description: Develop a file-sharing platform secured with blockchain technology.
• Tech Stack: Solidity, IPFS, Ethereum, React.js, Node.js.

22. AI-based Job Recommendation System

• Description: Create a system that recommends jobs to users based on their skills and experience.
• Tech Stack: Python, TensorFlow, Django, MySQL, React.js.

23. AI-based Medical Image Analysis

• Description: Build a tool that identifies patterns in medical images for diagnosis.
• Tech Stack: Python, OpenCV, TensorFlow, Keras, Flask.

24. E-voting System using Biometrics

• Description: Design a biometric-based voting system for enhanced security.
• Tech Stack: Python, OpenCV, Flask, MySQL.

25. AI-Powered Customer Support System

• Description: Develop a customer support system that automates responses using AI.
• Tech Stack: Python, TensorFlow, NLP, Flask, MongoDB.

26. AI-Based News Aggregator

• Description: Create a news aggregator that classifies articles based on user preferences.
• Tech Stack: Python, NLP, Django, MySQL, React.js.

27. AI-based Crime Prediction System

• Description: Predict crime hotspots based on historical data.
• Tech Stack: Python, TensorFlow, Flask, MongoDB.

28. Blockchain-based Supply Chain Management System

• Description: Develop a decentralized supply chain system using blockchain.
• Tech Stack: Solidity, Ethereum, React.js, Node.js, MongoDB.

29. AI-based Handwriting Recognition System

• Description: Create a system that converts handwritten text into digital form.
• Tech Stack: Python, OpenCV, TensorFlow, Keras, Flask.

30. Voice-controlled Smart Home Automation System

• Description: Develop a voice-controlled system to manage home devices.
• Tech Stack: Python, Flask, Raspberry Pi, React Native, Google Assistant API.

31. Blockchain-Based Medical Record System

• Description: Implement a secure, decentralized medical record system using blockchain.
• Tech Stack: Solidity, IPFS, Ethereum, React.js, MongoDB.

32. AI-powered Language Translator

• Description: Build a language translation app powered by machine learning.
• Tech Stack: Python, TensorFlow, Keras, Flask, SQLite.

33. Cybersecurity Vulnerability Scanner

• Description: Develop a tool that scans networks for vulnerabilities.
• Tech Stack: Python, Scapy, Flask, MySQL.

34. Cloud-based File Storage System

• Description: Create a cloud-based system for secure file storage and sharing.
• Tech Stack: Node.js, React.js, AWS S3, MongoDB.

35. AI-powered Travel Itinerary Generator

• Description: Build an AI tool that generates travel itineraries based on preferences.
• Tech Stack: Python, Flask, MongoDB, React.js.

36. AI-powered E-Library System

• Description: Create an e-library system with a recommendation engine for books.
• Tech Stack: Python, TensorFlow, Flask, MySQL, React.js.

37. AI-based Real-time Language Translator for Video

• Description: Develop a system that translates spoken language in real-time for video conferencing.
• Tech Stack: Python, OpenCV, TensorFlow, Flask, React.js.

38. AI-Powered Document Summarization Tool

• Description: Create a tool that generates summaries for large documents.
• Tech Stack: Python, NLP, TensorFlow, Flask, MongoDB.

39. IoT-based Smart Parking System

• Description: Design a parking management system that detects available spots using IoT.
• Tech Stack: Arduino, NodeMCU, MQTT, Python, React Native.

40. Real-time Emotion Detection System

• Description: Build a system that detects human emotions in real-time through facial expressions.
• Tech Stack: Python, OpenCV, TensorFlow, Flask, MongoDB.

41. AI-based Personalized News Feed

• Description: Develop an AI-powered news feed tailored to user interests.
• Tech Stack: Python, TensorFlow, Flask, React.js, MongoDB.

42. Autonomous Drone for Surveillance

• Description: Build an autonomous drone system that can be used for surveillance and monitoring.
• Tech Stack: Python, OpenCV, Raspberry Pi, Flask, React.js.

43. AI-based Fraud Detection in E-commerce

• Description: Implement a fraud detection system for e-commerce transactions.
• Tech Stack: Python, TensorFlow, Flask, MongoDB.

44. AI-powered Resume Parser

• Description: Create a system that parses resumes and extracts important information for recruiters.
• Tech Stack: Python, NLP, Flask, MongoDB.

45. AI-based Vehicle Number Plate Recognition

• Description: Design a system to identify vehicle number plates automatically.
• Tech Stack: Python, OpenCV, TensorFlow, Flask, MongoDB.

46. AI-based Social Media Recommendation System

• Description: Build a recommendation engine for social media platforms.
• Tech Stack: Python, TensorFlow, Flask, React.js, MongoDB.

47. AI-powered Virtual Makeup Try-On System

• Description: Create a virtual makeup try-on application using AR.
• Tech Stack: Python, OpenCV, TensorFlow, Flask, React.js.

48. AI-based Email Spam Detection

• Description: Implement a system that filters out spam emails using AI.
• Tech Stack: Python, TensorFlow, Flask, MongoDB.

49. IoT-based Smart Garbage Monitoring System

• Description: Design a system that monitors the fill level of garbage bins using IoT sensors.
• Tech Stack: Arduino, NodeMCU, MQTT, Python, Raspberry Pi.

50. AI-based Real Estate Price Prediction

• Description: Build a model that predicts real estate prices based on historical data.
• Tech Stack: Python, TensorFlow, Flask, MongoDB.

Tips for Choosing Your Project

• Choose a domain you're interested in, such as AI, IoT, blockchain, or cybersecurity.
• Consider scalability: Make sure your project is not overly complex but has room for expansion.
• Collaborate with peers if the project is large-scale.
• Start with a strong base: Select a core technology and stack that you're already comfortable with.

Good luck with your final year project!