Upwork is hiring a AI RAG Development and iteration - Contract to Hire

I am adding an AI component to my existing web based company which services lawyers.

I have a basic LLM RAG setup and I need the following done:

Phase 1:

- Update the current file ingestion code

- Optimize chunking strategy for my data set and use case

- Optimize embedding storage and setup for my data set and use case (e.g. what meta-data to add etc.).

Phase 2:

- Optimize PDF parsing

Phase 3:

Ideally this is the same person as 1 and 2 but ok if not. If you can only do 1 and 2 STILL apply.

- Integrate the above with front-end (minimal integration initially as we test with customer)

- Scale the above LLM architecture to support small number of users as part of MVP - You should not overfitted the solution, to support 1m customers.

There will be additional phases beyond this. I am hoping to find someone I can work with longer term

About you:

-You must have deep knowledge with building RAGs (optimizing embedding and chunks). Don't even apply otherwise.

You must be a good communicator.