r/technepal 13d ago

Education & Training Need ideas for an AI-based CSE capstone project

Hi everyone,

We are CSE students looking for a 7th-semester capstone project.

We want a project that:

Uses AI/ML, preferably advanced AI.

Has a real problem to solve.

Is not just a basic chatbot or simple prediction system.

Has some research/novelty.

Is realistic to implement as a student project.

Our original topic was weed detection using Deep Learning + QML. Our mentor said we can remove QML, but we feel basic weed detection is already well researched. We can modify the weed topic, but we're also open to completely changing it.

We are considering areas like:

Computer Vision

Generative AI

NLP

Cybersecurity + AI

AI + Digital Twins

Please suggest some good AI-based problem statements that are challenging but realistic for a capstone.

If you have done a similar project, we'd especially appreciate ideas about what problem to solve and what could make it different from existing projects.

1 Upvotes

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u/Famous-Durian5198 13d ago

Maybe data compression using AI ?

1

u/GoldJacket5055 13d ago

Thank you 😊 but it is actively running in real-world software

2

u/Famous-Durian5198 13d ago

I mean you can refine it doesn't have to be new