Write a clear limitations section

Every project has limitations. Writing them yourself shows understanding; having an examiner find them first looks like you missed them.

Common limitations in student projects:

• Small number of test users or a short trial period.
• Data from one city, institution or language.
• Features left out of scope, and why.
• Synthetic or simulated data used where real data was unavailable.
• Performance tested on a laptop rather than production infrastructure.

For each one, add a sentence on how future work could address it. A good limitations section also prepares you for the viva, because it lists the questions examiners are most likely to ask.