 
                                                
                                            Build a common AI cost tracking and observability framework across Azure, Google, and Snowflake. Integrate billing and usage APIs (Azure ML, OpenAI, Gemini/Vertex AI). Develop model-level metadata tagging for cost attribution and trend analysis. Implement and manage Datadog dashboards and alerting for latency, drift, and anomalies. Collaborate with DevOps and FinOps on model cost visualization and optimization. Deliver knowledge transfer and documentation to internal teams at project close.
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