Revise example outputs and trade execution description

Revise README for backtesting output and project improvements

Added dashboard images

Fix image path for system architecture in README

Created images folder

Enhance README with project details and setup instructions

Delete system_architecture.png

images/system_architecture.png

Initial commit - Added AI stock predictor script and requirements

Initial commit