Contact James Murray

Contact James Murray about AI knowledge systems, vector databases, Python data engineering, secure API development, PHP integration, technical architecture, consulting, contract development or production rescue work.

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Areas of work

Private AI search and knowledge systems
Vector databases and RAG architecture
Python crawling and structured-data pipelines
FastAPI, PHP and hosting integration
Linux VPS deployment and production recovery
AI strategy for treatment providers and professional directories

Direct email
james@jamesmurray.ca