May 21, 2026
Module-by-module architecture decisions, five key lessons from building a production AI system end-to-end, and a prioritised roadmap for extending LoyaltyLens to production.
May 19, 2026
How I connected LoyaltyLens's six modules into a single orchestration layer, exported the PyTorch model to TorchScript, and deployed a real-time inference endpoint on AWS SageMaker.
May 14, 2026
Closing the production AI loop — feedback capture API, React review UI, preference dataset export, automated retraining triggers, and the practical limits of RLHF without a research team.