Cloud data engineer at a Lagos oil and gas company, building IoT telemetry pipelines on GCP. Designed the streaming anomaly detection system that flags equipment faults 20 minutes before they cause downtime.
Stop treating eventual consistency as a bug. Learn how to architect robust IoT pipelines that embrace asynchronous state convergence to avoid platform downtime.
31 July 2026
Read replicas reduce load on the primary database. They do not fix slow queries, and they introduce replication lag that produces correctness bugs in applications that assume they are reading current data.
21 July 2026
Embedding-based recommendation systems outperform collaborative filtering at cold-start and can be built entirely with open-source tools. This guide walks through the full pipeline: generating item and user embeddings, storing them in pgvector, and serving low-latency personalised recommendations in production.
16 July 2026