James Murray – Résumé

This page is a résumé overview for James Murray, highlighting key experience, skills, and areas of focus. For a printable version, use the link below:

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Professional Summary

James Murray is a senior systems architect and builder with over 40 years in software, focused on AI-powered search, addiction recovery platforms, and data-driven decision systems. He designs and ships full pipelines—from ingestion and embeddings to RAG APIs, dashboards, and production-ready frontends.

  • 18 years sober, specializing in building technology that actually serves people in recovery.
  • Deep experience across PHP, Python, vector databases, and cloud-hosted microservices.
  • Hands-on builder: from JSON data models to Three.js galaxies to autoscaled RAG APIs.

Core Competencies

  • AI & Vector Search: RAG pipelines, embeddings, semantic FAQ engines, unified indexes.
  • Recovery Technology: intake automation, programmatic rehab pages, call-routing logic.
  • Web Engineering: PHP + custom CMS-less architectures, JSON-driven sites, API integration.
  • Data & Analytics: crypto analytics, on-chain bridges, time-series analysis, dashboards.
  • 3D & UX: Three.js galaxies, zoom-aware labeling, interactive hero scenes.

Selected Experience

  • Founder / Architect – AddictionTube & Recovery Platforms
    Built semantic FAQ engines, RAG search endpoints, and city-scale programmatic rehab content to reduce noise and get families to accurate information faster.
  • AI & Vector Search Consultant
    Designed vector-native search stacks (Weaviate, Qdrant, Chroma, Milvus) for SEO, internal knowledge bases, and recovery-oriented platforms.
  • Crypto & Market Intelligence Systems
    Built composite scoring engines, on-chain bridges, backtest labs, and dev-activity trackers that fuse technical, on-chain, and social signals.

Technical Skills

  • Languages: PHP, Python, JavaScript, SQL, Bash.
  • AI & Vector DBs: OpenAI embeddings, RAG, Milvus, Weaviate, Qdrant, Chroma, Pinecone.
  • Frameworks: FastAPI, Flask, Laravel-style PHP structures, custom microservices.
  • Frontend: Three.js, Alpine.js, Tailwind, custom CSS/JS UI systems.
  • Data: ETL pipelines, Airflow-style orchestration, monitoring and logging.

Engagements & Availability

James is available for:

  • Advisory and hands-on implementation of vector search / RAG systems.
  • Recovery-focused technology builds (intake, programmatic SEO, AI search for treatment centers).
  • Consulting on AI-driven SEO and next-gen search for content-heavy sites.

For collaboration or consulting inquiries, please visit the Contact page.