John DeGraft-Johnson

Patient disengagement risk visualised by ICB and LSOA across NHS England.

Early-warning AI that scores every patient on their risk of disengaging from GP care — before it happens.

Options activity dashboard that surfaces unusual open interest shifts across all 12 GICS sectors.

Answers NICE guideline queries in plain language with exact citations, SNOMED CT codes, and a mandatory human-review flag on every response.

Auto-generates AI architecture diagrams and embeds them inline into .docx proposals. Includes a 32-tool MCP server for LLM-driven deck generation.