EXCEEDS logo
Exceeds
Kevin Milner

PROFILE

Kevin Milner

Kevin Milner contributed to the apache/commons-statistics repository by addressing a critical bug in the TruncatedNormalDistribution rejection sampler. He corrected the bounds used during the mirroring check, aligning them with standard normal distribution parameters to ensure accurate statistical sampling. This fix, implemented in Java and co-authored with another developer, improved the reliability of downstream analytics that depend on precise distribution sampling. Kevin applied his expertise in Java programming, statistical analysis, and unit testing to deliver a targeted solution that enhances the maintainability and correctness of the library. The work demonstrated careful attention to statistical rigor and code quality within the project.

Overall Statistics

Feature vs Bugs

0%Features

Repository Contributions

1Total
Bugs
1
Commits
1
Features
0
Lines of code
135
Activity Months1

Your Network

4 people

Shared Repositories

4

Work History

March 2026

1 Commits

Mar 1, 2026

March 2026 monthly summary for apache/commons-statistics: Delivered a critical bug fix in the TruncatedNormalDistribution rejection sampler to correct incorrect bounds, ensuring accurate sampling and reducing downstream analytical risk. The change aligns the sampler with standard normal bounds for the mirroring check (STATISTICS-92) and was implemented in commit 3c2edbc8365056361328a5e8bdeea36a557466ed, co-authored with Kevin Milner. This work improves statistical reliability and maintainability of the library, with positive business impact for users relying on precise distributions.

Activity

Loading activity data...

Quality Metrics

Correctness100.0%
Maintainability80.0%
Architecture80.0%
Performance80.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

Java

Technical Skills

Java programmingstatistical analysisunit testing

Repositories Contributed To

1 repo

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

apache/commons-statistics

Mar 2026 Mar 2026
1 Month active

Languages Used

Java

Technical Skills

Java programmingstatistical analysisunit testing