March 2026 monthly summary for mozilla/looker-spoke-default: Delivered analytics enhancements and a scalable LookML foundation to empower data exploration for Firefox accounts and engagement metrics. Focused on data quality, query performance, and maintainability, enabling faster, more reliable insights for product and business stakeholders.

January 2026: Delivered a feature to simplify Notification Experiment Data Collection in mozilla/metric-hub by removing several user interaction metrics from the configuration. This reduces data handling complexity, improves performance, and accelerates analytics for the notification experiment. The change aligns with initiative #1326. Commit bf1ac1d4eae7098e06cb3092e0452079e542bc87 documents the changes, with co-authorship by Brad Ochocki (and Brad Ochocki Szasz). No major bugs fixed this month.

Month: 2025-11 — Focused on delivering analytics capabilities for sponsored tiles in the mozilla/metric-hub repo. Implemented new metrics and event tracking for impressions, clicks, and user preferences, and extended the data model to support detailed analytics on sponsored content. This enables data-driven sponsorship decisions and improved measurement of ad effectiveness. Key commit: a5837dfcc2ae98888c64a6106c10b0a62190f79e (Sponsored tiles outcome metrics #1205), co-authored by Daniel Berry. Outcome: enhanced visibility into sponsored tile performance and actionable insights for monetization and user experience optimization. Technologies: metrics instrumentation, data modeling, analytics pipelines, cross-functional collaboration.

March 2025 monthly summary for mozilla/bigquery-etl focusing on business value and technical achievements. Delivered an analytics feature upgrade and prepared the data pipeline for GCLID-based attribution, improving data accuracy and downstream reporting.