docs & feat: update README with AI agent, risk analyst, Alpaca integration and UI enhancements

feat: replace mobile demo with desktop stock trading terminal screenshot

feat: restore mobile terminal demo WebP animation, keep desktop screenshot removed

style: remove assets folder and screenshots from repository

feat: add desktop trading terminal screenshot to README

feat: add mobile-responsive dashboard demo, style optimizations, and fix api numpy serialization issue