updating the testing and validation doc

updating user guide with locust png

update URLs in README and user guide for production deployment

add comprehensive project documentation including milestone summaries, a user guide, and design choices, and update the main README.

Port changes from Milestone-5

Deploy to HF Spaces (Clean)