Quantco/glum
Nov 2024 – Sep 2025
2 Months active
Languages Used
PythonTOMLYAML
Technical Skills
Object-Oriented ProgrammingBuild AutomationBuild SystemsCI/CDContinuous IntegrationData Engineering
Jan Tilly
PROFILE
Jan Tilly
Jan Tilly contributed to Quantco/glum by enhancing build automation and improving model reliability through targeted engineering work. He addressed a core test stability issue in the formulaic module, ensuring consistent model matrix generation by refining data type handling, and strengthened the build environment with updated dependency management and CI matrix adjustments for cross-platform reproducibility. Jan also corrected the method resolution order in GeneralizedLinearRegressorBase, aligning with scikit-learn conventions to stabilize attribute and method lookups. His work leveraged Python, YAML, and object-oriented programming, resulting in more predictable builds, reduced onboarding friction, and a more robust foundation for future development and deployment.
Overall Statistics
Feature vs Bugs
33%Features
Repository Contributions
6Total
Bugs
2
Commits
6
Features
1
Lines of code
20,151
Activity Months2
Your Network
23 people
Work History
September 2025
5 Commits • 1 Features
Sep 1, 2025Summary for 2025-09: Strengthened build environments, CI reliability, and test stability for Quantco/glum. Delivered cross-platform reproducibility improvements and safer dependency upgrades while fixing a core test stability issue in the formulaic module. These efforts reduce flaky builds, accelerate onboarding, and provide a solid foundation for future releases.
5 Commits • 1 Features
Sep 1, 2025Summary for 2025-09: Strengthened build environments, CI reliability, and test stability for Quantco/glum. Delivered cross-platform reproducibility improvements and safer dependency upgrades while fixing a core test stability issue in the formulaic module. These efforts reduce flaky builds, accelerate onboarding, and provide a solid foundation for future releases.
September 2025
November 2024
1 Commits
Nov 1, 2024Month 2024-11 summary for Quantco/glum focusing on reliability and API stability. Completed a critical MRO-order correction in GeneralizedLinearRegressorBase to ensure consistent attribute and method lookups, improving model reliability and downstream stability.
November 2024
1 Commits
Nov 1, 2024Month 2024-11 summary for Quantco/glum focusing on reliability and API stability. Completed a critical MRO-order correction in GeneralizedLinearRegressorBase to ensure consistent attribute and method lookups, improving model reliability and downstream stability.
Activity
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Quality Metrics
Correctness96.6%
Maintainability96.6%
Architecture96.6%
Performance96.6%
AI Usage20.0%
Skills & Technologies
Programming Languages
PythonTOMLYAML
Technical Skills
Build AutomationBuild SystemsCI/CDContinuous IntegrationData EngineeringDependency ManagementLock File ManagementObject-Oriented ProgrammingPackage ManagementTesting
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