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Shane Hughes

PROFILE

Shane Hughes

Worked on backend development and experimentation platforms across several Mozilla repositories, focusing on targeted configuration and data management. Delivered features in mozilla/experimenter to enable precise audience targeting for Windows 10 and 11 experiments, including VPN promotions and end-of-support messaging, using Python, JSON, and YAML. Enhanced analytics instrumentation and metrics definition in mozilla/metric-hub, supporting robust telemetry for campaign performance. Extended data retention policies in mozilla/probe-scraper, aligning with evolving analytics needs and improving governance. Demonstrated strong configuration management, cross-team collaboration, and careful version control, resulting in safer experiment rollouts, improved data quality, and more actionable insights for product decision-making.

Overall Statistics

Feature vs Bugs

88%Features

Repository Contributions

9Total
Bugs
1
Commits
9
Features
7
Lines of code
159
Activity Months5

Work History

March 2026

1 Commits • 1 Features

Mar 1, 2026

March 2026 monthly summary for mozilla/experimenter: Delivered an expanded audience targeting configuration for the Guidance Notification GIF experiment to improve sample size by including Windows 11 users and English users on specific Firefox versions. Implemented a temporary, experiment-scoped targeting rule that will be removed after the experiment concludes. No major bugs fixed this month; primary value centers on faster, data-driven validation of user guidance messaging.

January 2026

2 Commits • 1 Features

Jan 1, 2026

January 2026 performance summary for mozilla/probe-scraper: Implemented and extended Microsurvey Data Retention Policy to support longer-term reanalysis and analytics. Policy update extends retention from 90 days to 365 days, enabling reanalysis up to one year and improving data governance. Changes were coordinated with UR data needs and documented through targeted commits, delivering measurable business value with minimal maintenance overhead and clearer data-retention standards.

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

Correctness97.8%
Maintainability97.8%
Architecture97.8%
Performance100.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

JSONPythonYAML

Technical Skills

Backend DevelopmentConfiguration ManagementData EngineeringExperimentationExperimentation PlatformMetrics DefinitionPythonTargeting Configurationbackend developmentdata managementexperiment configuration

Repositories Contributed To

3 repos

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

mozilla/experimenter

Jun 2025 Mar 2026
4 Months active

Languages Used

Python

Technical Skills

Configuration ManagementExperimentation PlatformExperimentationTargeting ConfigurationBackend DevelopmentPython

mozilla/probe-scraper

Jan 2026 Jan 2026
1 Month active

Languages Used

YAML

Technical Skills

backend developmentdata management

mozilla/metric-hub

Jun 2025 Jun 2025
1 Month active

Languages Used

JSON

Technical Skills

Configuration ManagementData EngineeringMetrics Definition