The problem

Recruiting and retrieval systems often flatten professional claims without preserving evidence status or entity relationships.

Constraints

• No unsupported claims
• Human and machine-readable views must use the same canonical content

How I approached it

Model the profile, evidence, projects and capabilities as linked Sanity documents and expose classified JSON, JSON-LD, plain text and HTML.

My contribution

Current personal engineering-profile experiment.

Outcomes

• Implementation is in progress; no external adoption claim is made.

Technology

Next.js / TypeScript / Sanity CMS