
Steven Wallace developed and automated data workflows for the ministryofjustice/analytical-platform and ministryofjustice/analytical-platform-airflow repositories, focusing on scalable, reproducible analytics pipelines. He implemented production-grade Airflow DAGs for weekly prison population statistics, integrating Docker image versioning and AWS Glue permissions to ensure secure, auditable data processing. Using Terraform and YAML, Steven established infrastructure as code patterns for Athena workgroups and streamlined deployment workflows for performance dashboards, reducing manual intervention and improving maintainability. His work emphasized automation, traceability, and environment parity across DEV, TEST, and PROD, demonstrating depth in CI/CD, cloud infrastructure, and workflow automation without reported bugs during the period.
February 2026 delivered two key features across the ministry of justice analytical platform ecosystem, with a focus on performance, automation, and maintainability. - Analytical Platform: Added an Athena workgroup for the dbt performance project to boost data processing throughput and efficiency (commit aa17f82ae7b3a47301e60e84a01777a3923de3eb). - Analytical Platform Airflow: Introduced a new workflow.yml for the dbt/cadet pipeline to streamline performance dashboard deployments (commit 8929ba435de80cc06dd2e47fc97ae2eac7d00f53). Major bugs fixed: None reported this period; focus was on delivering features and improving automation. Overall impact: Accelerated data processing for analytics workloads and reduced deployment toil for dashboards, enabling faster, more reliable insights and decision-making. The work lays foundations for scalable analytics with clearer, repeatable deployment patterns across repos. Technologies/skills demonstrated: Terraform/IaC (athena-workgroups.tf), AWS Athena, dbt, Airflow, YAML-based workflow configuration, Git-based change management, and cross-repo collaboration.
February 2026 delivered two key features across the ministry of justice analytical platform ecosystem, with a focus on performance, automation, and maintainability. - Analytical Platform: Added an Athena workgroup for the dbt performance project to boost data processing throughput and efficiency (commit aa17f82ae7b3a47301e60e84a01777a3923de3eb). - Analytical Platform Airflow: Introduced a new workflow.yml for the dbt/cadet pipeline to streamline performance dashboard deployments (commit 8929ba435de80cc06dd2e47fc97ae2eac7d00f53). Major bugs fixed: None reported this period; focus was on delivering features and improving automation. Overall impact: Accelerated data processing for analytics workloads and reduced deployment toil for dashboards, enabling faster, more reliable insights and decision-making. The work lays foundations for scalable analytics with clearer, repeatable deployment patterns across repos. Technologies/skills demonstrated: Terraform/IaC (athena-workgroups.tf), AWS Athena, dbt, Airflow, YAML-based workflow configuration, Git-based change management, and cross-repo collaboration.
June 2025 monthly summary for ministryofjustice/analytical-platform-airflow focusing on delivering production-grade, auditable data workflows and improving environment parity across DEV/TEST/PROD.
June 2025 monthly summary for ministryofjustice/analytical-platform-airflow focusing on delivering production-grade, auditable data workflows and improving environment parity across DEV/TEST/PROD.
May 2025 monthly summary focused on delivering a scalable, versioned workflow for weekly prison population statistics within the Airflow platform, with emphasis on automation, reproducibility, and traceability.
May 2025 monthly summary focused on delivering a scalable, versioned workflow for weekly prison population statistics within the Airflow platform, with emphasis on automation, reproducibility, and traceability.

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