Top project ideas For Final Year Students

vatshayantech
5 days ago
3 min read

Updated: 2 days ago

Top project ideas For Final Year Students — Final year projects

Artificial Intelligence & Machine Learning

Federated Learning for Privacy-Preserving Healthcare Data Analysis
Explainable AI Models for Financial Risk Prediction
AI-based Resume Screening with Bias Detection
Reinforcement Learning for Autonomous Vehicle Navigation
Transfer Learning for Low-Resource Language Classification
Deep Reinforcement Learning for Game Playing Agents
Meta-Learning Approaches for Few-Shot Classification
Generative Adversarial Networks for Synthetic Data Generation
Self-Supervised Learning in Computer Vision Tasks
AI for Energy Optimization in Smart Grids

Data Science, Analytics & Big Data

11. Big Data Analytics for Predicting Disease Outbreaks

12. Real-Time Stream Processing for Social Media Analytics

13. Graph Analytics for Fake News Detection

14. Predictive Analytics for E-Learning Dropout Rates

15. Data Mining for Customer Lifetime Value Prediction

16. Big Data in Agriculture: Yield Prediction Models

17. Real-Time Anomaly Detection in Sensor Networks

18. Visualization Dashboards for Big Data Insights

19. Data-Driven Climate Change Impact Analysis

20. Outlier Detection in High-Dimensional Datasets

Natural Language Processing (NLP)

21. Sentiment Analysis of Multilingual Social Media Posts

22. Question Answering System using Transformer Models

23. Automatic Text Summarization using Deep Learning

24. Sarcasm and Irony Detection in Tweets

25. Speech Emotion Recognition using CNN-RNN Hybrids

26. Cross-Lingual Machine Translation using Transformers

27. Fake News Detection using NLP and Graph Neural Networks

28. Named Entity Recognition in Biomedical Texts

29. Topic Modeling for Legal Documents

30. Conversational AI for Customer Support

Computer Vision & Image Processing

31. Object Detection in Aerial Images using YOLOv5

32. Facial Expression Recognition with Deep CNNs

33. Medical Imaging Analysis for Tumor Detection

34. Image Super-Resolution using GANs

35. Pose Estimation for Human Activity Recognition

36. Scene Understanding in Autonomous Driving

37. Deepfake Detection using Multi-Modal Learning

38. Handwritten Text Recognition with CNN-RNN Models

39. 3D Object Reconstruction from 2D Images

40. Image Caption Generation using Encoder-Decoder Models

Cybersecurity & Blockchain

41. Blockchain-based Supply Chain Provenance Tracking

42. Homomorphic Encryption for Secure Cloud Computation

43. AI-driven Intrusion Detection in IoT Networks

44. Zero Trust Network Security Implementation

45. Blockchain for Academic Certificate Verification

46. Decentralized Identity Management using Blockchain

47. Phishing Website Detection using Machine Learning

48. Privacy-Preserving Data Sharing on Blockchain

49. Post-Quantum Cryptography for Secure Systems

50. Cyber Threat Intelligence using NLP

Internet of Things (IoT) & Smart Systems

51. IoT-based Precision Agriculture using Soil and Weather Data

52. IoT-enabled Smart Energy Grids for Rural Electrification

53. Smart Waste Management System with IoT Sensors

54. IoT-based Disaster Early Warning Systems55. Predictive Maintenance in

56. Smart Traffic Control using IoT and AI

57. IoT for Remote Patient Monitoring

58. Wearable IoT Devices for Fitness Tracking

59. Smart Home Automation with Voice Control

60. IoT Security Solutions for Smart Cities

Cloud Computing & Distributed Systems

61. Serverless Computing for Scalable Web Applications

62. Resource Allocation in Cloud Data Centers using AI

63. Energy-Efficient Scheduling in Cloud Environments

64. Fog Computing for Low-Latency IoT Applications

65. Container Orchestration with Kubernetes

66. Distributed Ledger for Secure Cloud Transactions

67. Load Balancing in Cloud Environments using ML

68. Edge Computing for Smart Surveillance Systems

69. Cloud-based Disaster Recovery Solutions

70. Performance Optimization in Multi-Cloud Architectures

Augmented Reality (AR), Virtual Reality (VR) & Robotics

71. AR-based Navigation Assistance for the Visually Impaired

72. VR-based Soft Skills Training for Engineering Students

73. Digital Twin Technology for Smart Manufacturing

74. Robotic Arm with Computer Vision for Quality Inspection

75. VR-based Exposure Therapy for Anxiety Disorders

76. AR in Education: Interactive Learning Applications

77. Collaborative Multi-Robot Systems

78. VR Simulation for Emergency Response Training

79. AR-based Indoor Navigation for Museums

80. Human-Robot Interaction using Natural Language Processing

Healthcare Informatics & Bioinformatics

81. Deep Learning for Cancer Cell Image Classification

82. Personalized Nutrition Recommendation using AI & Wearables

83. Early Detection of Alzheimer’s Disease from Speech Data

84. Genomic Data Analysis using Cloud-based Big Data Platforms

85. AI-powered Virtual Nursing Assistant

86. Predictive Analytics for Epidemic Outbreaks

87. Wearable Devices for Continuous Glucose Monitoring

88. Drug Discovery using Deep Learning Models

89. Healthcare Chatbots for Patient Support

90. Bioinformatics for Protein Structure Prediction

Project Includes:

PPT
Synopsis
Report
Project Source Code
Base Research Paper
Video Tutorials