Hi, I'm Mirwaise Khan, an AI engineer building practical tools with large language models.

This is a project I built — an Enterprise AI Document Assistant. You upload any PDF, and it indexes the content using ChromaDB and vector embeddings.

Then you can ask it questions in plain English, and it retrieves the exact relevant section and gives you a grounded answer — with the source cited, so you always know where the information came from.

I build systems like this — RAG pipelines, AI chatbots, and document automation tools — using Python, LLMs, and vector databases.

If you need something like this for your business, let's talk.

NOTE: I mistakenly edited the video individually on other editor previously and submitted entries with good engagement. Today on last day I got to know that what were the challenge guidelines were to edit in Descript editor. But anyhow that's my first time in any challenge and I believe that's how we learn. Here's my new entry with no expectations: Entry: Want to give your website hero section that polished, premium look? Watch this quick tutorial.

Nothing complicated! duplicate the some layers, flip em, add some blur, and fade it with a gradient.

The interesting part is getting the opacity and blur right so it actually feels like a reflection instead of a blurry copy sitting underneath.

Sharing the process as part of the Contra × Descript Challenge.

Hope it’s useful.

So creativity design