
Max Brodheim developed real-time data ingestion capabilities for the Keck-DataReductionPipelines/KPF-Pipeline repository, focusing on integrating Real-Time Ingest (RTI) for Quick Look (QLP) data. He implemented RTI HTTP ingestion, alerting, credential management, and ingest-type enforcement, ensuring near-real-time data availability and improved data quality controls. Using Python and configuration management techniques, Max introduced a configurable reprocessing toggle in cron workflows, allowing safer testing without impacting production stability. He addressed configuration and authentication gaps, enhanced error handling, and standardized module naming for maintainability. The work demonstrated depth in backend development, code organization, and pipeline reliability, supporting faster onboarding and easier maintenance.

2025-01 Keck-DataReductionPipelines/KPF-Pipeline: Real-Time Ingest (RTI) integration for Keck QLP data; RTI-ready QLP recipe with alerting, credential management, level handling, and ingest-type enforcement; cron workflows updated for RTI-enabled ingestion; introduced a configurable reprocessing toggle (test vs. default) to balance QA with stability. Addressed configuration/access and auth gaps, improved HTTP error visibility, and aligned Keck module naming for consistency. Overall, delivers near-real-time data availability, safer testing paths, and stronger data quality controls.
2025-01 Keck-DataReductionPipelines/KPF-Pipeline: Real-Time Ingest (RTI) integration for Keck QLP data; RTI-ready QLP recipe with alerting, credential management, level handling, and ingest-type enforcement; cron workflows updated for RTI-enabled ingestion; introduced a configurable reprocessing toggle (test vs. default) to balance QA with stability. Addressed configuration/access and auth gaps, improved HTTP error visibility, and aligned Keck module naming for consistency. Overall, delivers near-real-time data availability, safer testing paths, and stronger data quality controls.
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