GenAI Use Cases & Projects

Learn how Generative AI is transforming industries and build your own intelligent applications!

 What is Generative AI (GenAI)?

Generative AI refers to AI systems that generate new content—such as text, images, audio, code, or video—based on input data. Popular GenAI tools include ChatGPT, DALL·E, Bard, and Claude.

It uses Large Language Models (LLMs) and Diffusion Models trained on huge datasets.

Real-World GenAI Use Cases

Business & Marketing

• Content Creation: Blog posts, product descriptions, ad copies
• Market Research: Summarize reports, analyze trends
• Personalized Marketing: AI-generated email campaigns, customer segmentation

Education & Learning

• AI Tutors: Personalized lesson plans, instant Q&A
• Text Simplification: Explain complex topics in simple terms
• Assignment Assistance: Summarize, proofread, or rewrite content

Healthcare

• Medical Report Generation: Auto-summarize patient data
• Drug Discovery: GenAI + ML for molecule synthesis
• Chatbots: Mental health and general medical queries (with caution)

Software Development

• Code Generation: GitHub Copilot, ChatGPT coding assistant
• Test Case Generation: Write and optimize test scenarios
• Documentation: Auto-generate function/class documentation

Creative Industries

• Image Generation: Use tools like DALL·E or Midjourney
• Script Writing: Movie, YouTube, podcast scripts
• Music Composition: AI-generated beats or melodies

Hands-On GenAI Projects (Beginner to Advanced)

Beginner Projects:

Intermediate Projects:

Advanced Projects:

Key Skills You’ll Use

• Prompt engineering
• LLM tuning (temperature, max tokens, etc.)
• Data loading (PDF, CSV, Web scraping)
• Vector stores (FAISS, Chroma)
• API integration (OpenAI, Cohere, Hugging Face)

Learning Outcomes

By the end of this module, you’ll be able to:

• Understand where GenAI fits in different industries
• Choose the right GenAI tools for each problem
• Design and implement GenAI-powered applications
• Create full-stack LLM apps with UI, memory, and logic
• Showcase your work in a professional GenAI project portfolio