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Shane Hughes

PROFILE

Shane Hughes

During a three-month period, Sam Hughes developed and refined targeted experimentation and analytics features for Mozilla’s experimenter and metric-hub repositories. He implemented advanced targeting configurations for VPN promotions and Windows 10 End-of-Support experiments, enabling precise audience segmentation based on OS version, account status, and enrollment criteria. Using Python and JSON, Sam designed robust telemetry and metrics definitions to support data-driven decision-making and safer experiment rollouts. His work included backend development, configuration management, and cross-repository collaboration, resulting in improved data quality, reduced mis-targeting risk, and enhanced control over experimental exposure for both VPN campaigns and Windows 10 user segments.

Overall Statistics

Feature vs Bugs

83%Features

Repository Contributions

6Total
Bugs
1
Commits
6
Features
5
Lines of code
136
Activity Months3

Work History

August 2025

3 Commits • 2 Features

Aug 1, 2025

Summary for 2025-08 (mozilla/experimenter): Implemented precise Windows 10 targeting experiments for EOS sync toast, including new enrollment-based eligibility controls and OS-version exclusions. Fixed a critical enrollment slug oversight to ensure the EOS toast is shown to the intended treatment group, enabling safer, data-driven rollout of Windows 10 experiments. The work strengthens targeting precision, reduces experimental leakage, and demonstrates end-to-end configuration management and cross-team collaboration.

July 2025

1 Commits • 1 Features

Jul 1, 2025

July 2025 monthly summary for mozilla/experimenter. Focused on delivering targeted experimentation improvements to support Windows 10 End-of-Support (EoS) testing. Key feature delivered was the Windows 10 EoS Sync experiment targeting configurations, enabling precise audience eligibility based on OS version, Firefox Account status, account age, and absence of enterprise policies. This work is documented by commit 329b13546fc21e6440aa669e4b79edd34edfc65a ("Add advanced targeting for Win10 EoS Sync experiment (#13062)"). No major bugs were recorded for this period. Impact: improved data quality and safer rollout of EoS experiments through finer-grained targeting, reducing noise and enabling more confident decision-making. Technologies/skills demonstrated: targeting logic design, experimentation framework usage, version control discipline, and cross-functional collaboration with the mozilla/experimenter repo.

June 2025

2 Commits • 2 Features

Jun 1, 2025

June 2025: Delivered targeted experimentation capabilities and analytics instrumentation for VPN promotions across two Mozilla repositories, enabling data-driven decision-making and faster iteration cycles. The work focused on designing and implementing targeted exposure criteria and robust telemetry for measuring campaign performance.

Activity

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Quality Metrics

Correctness96.8%
Maintainability96.8%
Architecture96.8%
Performance100.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

JSONPython

Technical Skills

Backend DevelopmentConfiguration ManagementData EngineeringExperimentationExperimentation PlatformMetrics DefinitionTargeting Configuration

Repositories Contributed To

2 repos

Overview of all repositories you've contributed to across your timeline

mozilla/experimenter

Jun 2025 Aug 2025
3 Months active

Languages Used

Python

Technical Skills

Configuration ManagementExperimentation PlatformExperimentationTargeting ConfigurationBackend Development

mozilla/metric-hub

Jun 2025 Jun 2025
1 Month active

Languages Used

JSON

Technical Skills

Configuration ManagementData EngineeringMetrics Definition

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