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Architect and implement Allocate's data lakehouse on AWS – combining data lake storage and warehouse technologies to store diverse financial datasets. This mirrors a strong buying signal to build out a new data warehouse infrastructure.
Implement CI/CD pipelines for data workflows, ensuring that changes to data processing or ML models are automatically tested and deployed. This is a direct implementation initiative consistent with strong buying intent for CI/CD tools.
Evaluate and recommend new technologies with a specific example: assessing if a stream processing platform like Kafka/Kinesis or an orchestration tool like Airflow could improve pipeline reliability. This indicates active considerations and potential selection processes for these platforms.