One of the coauthors here - the tool uses the following data pipeline.

Resume data in unstructured format (including PDF) -> structured data with Claude’s structured JSON API -> portfolio templates that take structured data input -> further refinement using prompts in IDEs like Bolt or V0 -> publish in Vercel, Netlify etc.

This allows the tool to be generic and not tied to LinkedIn.