Streaming PostgreSQL WAL changes into StarRocks real-time analytics engine with sub-second end-to-end latency.
Combining Debezium CDC with StarRocks' primary key table model allows streaming upserts directly into real-time analytical dashboards.
References & Further Reading:
Histogram-based decision trees vs depth-wise growth: why LightGBM trains 7x faster on 10M row datasets with equal AUC-ROC scores.
Alex RiversAutomating model lineage, hyperparameter logging, and staging-to-production promotion gates in CI/CD pipelines.
Alex RiversCatching covariate shift and concept drift before model accuracy degrades using PSI metrics and Evidently AI dashboards.
Core Data Platform Lead. Apache Spark contributor with expertise in Databricks and modern cloud warehouses.
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Alex Rivers