75+ ideas for final year engineering students
Explore 75 Generative AI project ideas using LLMs, RAG, AI Agents, image generation, multimodal AI, and Python. Every project below is an advanced-level topic with a complete abstract, problem statement, proposed solution, technology stack, implementation steps, and learning outcomes — ready to build for your academic capstone.
Click any project to view its full abstract, tech stack, architecture, and implementation steps.
Document Q&A Chatbot with OpenAI API
Prompt Engineering Playground
Fine-Tuned Chatbot for Customer Support
Code Generation Assistant
LLM-Based Writing Assistant
Language Model Comparison Dashboard
Few-Shot Prompting Toolkit
Chain-of-Thought Reasoning Bot
LLM-Powered Content Rewriter
Grammar and Style Assistant with LLM
LLM-Based Code Reviewer
Chat with PDF Using LLM
LLM Fine-Tuning for Domain Text
LLM API Cost and Usage Analyzer
Multi-Model LLM Router
RAG Chatbot for Company Documents
Vector Search-Based Question Answering
RAG Pipeline for Academic Papers
Hybrid Search with Keyword and Semantic
Document Chunking and Embedding System
RAG with Source Citations
Knowledge Base Chatbot with RAG
RAG Evaluation Framework
Multimodal RAG for PDFs and Images
Real-Time RAG with Streaming Index
RAG for Legal Documents
Chunking Strategy Comparison for RAG
Embedding Model Benchmark Tool
RAG-Powered Research Assistant
Domain-Specific RAG System
Autonomous Research Agent
Task-Planning AI Agent
Multi-Agent Collaboration System
Web-Search AI Agent with Tool Use
Personal Assistant Agent with Memory
Code-Writing Autonomous Agent
Data Analysis AI Agent
Email Automation Agent
Meeting Summarizer Agent
Travel Planner AI Agent
ReAct Pattern Agent Implementation
Agent with Function Calling
News Aggregation Agent
Customer Support Agent with Actions
Autonomous Report Generation Agent
Text-to-Image Generation with Stable Diffusion
Image-to-Image Style Transfer with Diffusion
AI Avatar Generator
Product Image Background Removal with AI
AI Image Upscaler
Generative Art Gallery with Diffusion
Face Swapping Application with AI
Image Inpainting with Diffusion Models
Logo Generator with Generative AI
AI Sketch-to-Image Converter
Personalized Wallpaper Generator
Image Captioning with Multimodal Models
AI Story Illustration Generator
Creative Textures Generator
Style-Consistent Image Series Generator
Multimodal Chatbot with Text and Image
Image-to-Text Assistant
Video Summarization with Multimodal AI
Audio-to-Text with Multimodal Models
Multimodal Search System
Image Question Answering Bot
Screen Reader Assistant with Multimodal AI
Visual Product Description Generator
Multimodal Sentiment Analysis
Image-Based Recipe Assistant
Voice Assistant with Vision
Multimodal Content Tagging System
Document Understanding with Multimodal Models
AI-Powered Image Description for Accessibility
Multimodal Fact-Checking Assistant
Follow these steps to pick a project that will help you learn, impress examiners, and boost your career:
CSE/IT students should focus on software-based topics, while ECE/EEE students can pick hardware and embedded projects from this category.
Open each project to see its tools and frameworks. Choose one that teaches the technologies you want on your resume.
Review the estimated duration and implementation steps. Pick a project that is impressive but achievable within your semester timeline.
Get expert guidance, complete source code, documentation, and viva support for any project in this category.
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