Fix data ingestion path, update README images, and enable reload

Restore history and apply final clean deployment

docs: Update README title, emoji, colors, and pinned status, and remove `app_port`.

feat: Initialize project structure with ML components, utilities, exception handling, and S3 integration.

Initial commit