4 articles
What I learned when my live trading system's ML ensemble silently degraded in production, and the disciplined reintroduc...
How the Atlas forecasting system handles 542,000 rows/second of market data with sub-second regime detection — async ser...
Serving architectures, containerization, lifecycle management, performance optimization, drift detection, and monitoring...
A field-tested reference for taking ML models from prototype to production — serving patterns, containerization, monitor...