Back to Blog

AI/ML Internship Prep: Projects That Prove Real Ability

What hiring teams look for in AI interns and how to design projects that show depth.

9 min read

Start with a focused problem

Pick one applied domain: support automation, recommendations, or content classification.

Show model lifecycle

Include data prep, training, evaluation, and monitoring. A deployed demo helps a lot.

Readable metrics

Explain accuracy, precision/recall, and tradeoffs in plain language.

Package it

Publish a notebook plus an API endpoint, and add a short write-up.