AI systems
Production RAG ownership in the make-it-work sense: inherit a complex stack, wire it, and keep it alive. Document AI helpers. Voice AI maintenance. Azure AI Foundry literacy.
Authorship is precise: the company RAG platform was not designed from scratch here, and the voice platform was not a greenfield build. Production ownership means making them work — and being able to rebuild if needed.
What this proves Judgment around inherited AI systems — ops, reliability, and an honest live path.
- Azure AI Foundry
- Python
- FastAPI
- Docker
- Voice AI
- RAG ops
Full case study coming soon. This route is in place so the work can grow without rewriting the homepage.