Operationalizing AI agents, deploying custom LLMs on AWS, building multimodal models, and mastering PostgreSQL JSON.

Inside: SageMaker agent integrations, Oumi fine-tuning pipelines, the Qwen Opus-distilled reasoning model, and LTX-2.3 video generation.

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Welcome to DataPro #167 – From Flexible Data to Production AI, where we explore how modern data and machine learning systems are evolving to handle dynamic data, reasoning models, and real-world deployment.

Most modern applications no longer operate on perfectly structured datasets. Event streams, product attributes, and application telemetry of…