
Over four months, Michael Crawford engineered targeted experimentation and sponsored content features for Firefox, focusing on the mozilla/experimenter and mozilla/gecko-dev repositories. He implemented advanced targeting logic for New Tab experiments, enabling precise audience segmentation by Firefox release channel and trainhop version using Python and backend development skills. In mozilla/gecko-dev, he integrated sponsored content (Spocs) into AdsFeed and DiscoveryStreamFeed, refactoring data flows and updating reducers and actions in JavaScript to support end-to-end ad delivery. His work emphasized maintainability, traceability, and alignment with release schedules, resulting in robust infrastructure for controlled rollouts and data-driven feature validation across Firefox desktop.
March 2026 monthly summary focusing on delivering targeted experimentation capabilities and stabilizing the experimenter workflow for Firefox release planning.
March 2026 monthly summary focusing on delivering targeted experimentation capabilities and stabilizing the experimenter workflow for Firefox release planning.
February 2026 — mozilla/experimenter: Delivered targeted experimentation for the Firefox New Tab feature to enable segmented rollouts and data-driven decisions. Implemented trainhop-based experiment targeting for desktop Firefox users on release channel 147.0.3, with commit 4716ea6b0c121fdb243eb4c9f9cf17b08f241c7a. The work references Fixes #14577 to address rollout control issues and measurement. Impact-focused delivery supports safer, faster optimization of New Tab UX and adoption across the Firefox desktop audience. Strengths demonstrated include Nimbus feature flags, experiment scaffolding, and release-channel aware targeting.
February 2026 — mozilla/experimenter: Delivered targeted experimentation for the Firefox New Tab feature to enable segmented rollouts and data-driven decisions. Implemented trainhop-based experiment targeting for desktop Firefox users on release channel 147.0.3, with commit 4716ea6b0c121fdb243eb4c9f9cf17b08f241c7a. The work references Fixes #14577 to address rollout control issues and measurement. Impact-focused delivery supports safer, faster optimization of New Tab UX and adoption across the Firefox desktop audience. Strengths demonstrated include Nimbus feature flags, experiment scaffolding, and release-channel aware targeting.
December 2025 monthly summary for mozilla/experimenter: Delivered versioned targeting capabilities for the New Tab experiments (Trainhop) to enable precise audience selection by Trainhop release versions and Firefox release channels. Implemented Nimbus-driven targeting logic across two desktop trainhop versions (147.0.20251114.194929 and 148.0.20251211.63751), laying groundwork for targeted experiments and improved UX. The work is tracked via two commits that add advanced targeting and audience selectors, with linkage to internal issues for traceability. Impact includes more relevant experiments, better user experience, and clearer analytics signals; demonstrated skills include Nimbus feature flags, versioned experiment targeting, and end-to-end change traceability.
December 2025 monthly summary for mozilla/experimenter: Delivered versioned targeting capabilities for the New Tab experiments (Trainhop) to enable precise audience selection by Trainhop release versions and Firefox release channels. Implemented Nimbus-driven targeting logic across two desktop trainhop versions (147.0.20251114.194929 and 148.0.20251211.63751), laying groundwork for targeted experiments and improved UX. The work is tracked via two commits that add advanced targeting and audience selectors, with linkage to internal issues for traceability. Impact includes more relevant experiments, better user experience, and clearer analytics signals; demonstrated skills include Nimbus feature flags, versioned experiment targeting, and end-to-end change traceability.
June 2025 monthly summary for mozilla/gecko-dev focusing on Sponsored Content (Spocs) integration across AdsFeed and DiscoveryStreamFeed. Delivered end-to-end support for sponsored content by refactoring data handling to support both tile and spoc data, updating reducers and actions, and integrating spocs with DiscoveryStreamFeed. Enhanced preferences and ad data fetch/processing to support a more comprehensive ad delivery system, aligning with business goals of monetization and personalized content while maintaining performance.
June 2025 monthly summary for mozilla/gecko-dev focusing on Sponsored Content (Spocs) integration across AdsFeed and DiscoveryStreamFeed. Delivered end-to-end support for sponsored content by refactoring data handling to support both tile and spoc data, updating reducers and actions, and integrating spocs with DiscoveryStreamFeed. Enhanced preferences and ad data fetch/processing to support a more comprehensive ad delivery system, aligning with business goals of monetization and personalized content while maintaining performance.

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