docs: add demo credentials

fix: remove invalid app_file from HF Spaces Docker frontmatter

docs: add future scope and industry scaling analysis

chore: add install, schema, clean-db make commands

docs: update README with live URL and current stack

docs: add README for HF Spaces deploy

updated ui, docs, tests

Initial commit