
Contributed to the opensearch-project/data-prepper repository by delivering three backend features over two months, focusing on reliability and scalability. Developed a configurable SQS shutdown timeout using AWS SQS and Java, allowing flexible and predictable worker shutdowns. Enhanced S3EventBridgeNotification to support larger file sizes by updating the size field from int to long, accompanied by targeted refactoring and expanded unit testing to ensure robust coverage. Additionally, implemented a now() timestamp function for expression evaluation, enabling accurate time-based comparisons and event correlation in ETL pipelines. All changes followed standard review processes and improved the maintainability and flexibility of data processing workflows.
April 2026 - Delivered the now() timestamp function for expressions in opensearch-project/data-prepper, enabling current time in milliseconds to be used in time-based evaluations and comparisons. This enhancement improves accuracy of time-windowing, event correlation, and rule-based processing across pipelines, reducing manual work and potential errors in data prep workflows. The change was implemented with a focused commit (b528fa19c102dd3c4c8434c217f3293d824419f5) addressing issue #6529 and follows standard review and sign-off processes.
April 2026 - Delivered the now() timestamp function for expressions in opensearch-project/data-prepper, enabling current time in milliseconds to be used in time-based evaluations and comparisons. This enhancement improves accuracy of time-windowing, event correlation, and rule-based processing across pipelines, reducing manual work and potential errors in data prep workflows. The change was implemented with a focused commit (b528fa19c102dd3c4c8434c217f3293d824419f5) addressing issue #6529 and follows standard review and sign-off processes.
February 2026: opensearch-project/data-prepper delivered two major improvements that enhance reliability and scalability: (1) configurable SQS shutdown timeout via SqsOptions for flexible and predictable shutdowns, (2) support for larger S3 payloads in S3EventBridgeNotification by switching the size field from int to long and updating tests. These changes were accompanied by targeted refactors to support the new data types and ensure test coverage.
February 2026: opensearch-project/data-prepper delivered two major improvements that enhance reliability and scalability: (1) configurable SQS shutdown timeout via SqsOptions for flexible and predictable shutdowns, (2) support for larger S3 payloads in S3EventBridgeNotification by switching the size field from int to long and updating tests. These changes were accompanied by targeted refactors to support the new data types and ensure test coverage.

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