Contact | James Murray

Use this page to connect with James Murray about AI recovery systems, vector search projects, SEO and content architecture, or speaking & workshops.

Best Ways to Reach Out

  • Email: james@jamesmurray.ca
  • LinkedIn: Professional profile and connection requests.
  • YouTube: Long-form demos, talks, and project walkthroughs.
  • GitHub / Repos: Code-level examples of RAG, vector search, and recovery tools.

If you are reaching out on behalf of a rehab center, clinic, or health organization, include:

  • Your role and organization.
  • What problem you’re trying to solve (intake, search, SEO, content, analytics, etc.).
  • Any existing systems or tools you already use (EMR, CRM, CMS, etc.).

Types of Projects

  • Recovery & Treatment Platforms: AI intake, semantic FAQ, and vector search for rehab content.
  • AI Search / Vector Databases: RAG APIs, multi-namespace indexes, hybrid search stacks.
  • SEO & Content Architecture: Entity-driven programmatic pages, semantic internal linking, and AI-assisted content strategies.
  • Crypto & Market Systems: Analytics, composite scoring engines, and on-chain bridges.
  • Talks & Workshops: Sessions on AI search, recovery technology, and the future of vector-driven web experiences.

Response Expectations

Messages are prioritized for:

  • Recovery-focused projects that have real impact for people seeking help.
  • Serious technical collaborations around vector search and AI-powered search stacks.
  • Organizations ready to experiment with post-keyword, semantic search experiences.

For quick inquiries, email is usually the fastest way to get a response. For anything involving detailed architecture or long-term engagement, please include a short summary so James can understand the scope right away.