Machine Learning

June 30, 2026 Putting LLM Document Extraction into Production

Extracting data from documents with an LLM is easy in a demo and hard in production. Lessons on building auditable, self-improving document-automation systems on GCP.

June 25, 2026 Catching Incidents Before Customers Do: Anomaly Detection at Telecom Scale

How a real-time pipeline processing 4M+ records a day used layered anomaly detection – Isolation Forest, Autoencoders, and time-series methods – to catch 25% more incidents before they reached customers.