Worked on enhancing anomaly detection accuracy and operational efficiency across the elastic/integrations and eokoneyo/kibana repositories. Developed and implemented agent exclusion filters for detection packages such as DGA, LMD, and ProblemChild, using Python and YAML to refine configuration management and data engineering processes. Updated transform configurations and package versions to prevent Elastic Agent and Beats processes from interfering with detection logic, aligning with security engineering requirements. Addressed a documented security issue by refining datafeeds in Kibana, reducing false positives and ensuring that only relevant data was processed. Demonstrated careful versioning and end-to-end collaboration with security teams throughout the work.