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audun

PROFILE

Audun

Audun developed and integrated the ExtendedPredictor class for the dhis2-chap/chap-core repository, enabling iterative predictions beyond a model’s maximum prediction length and supporting dynamic evaluation lengths. Using Python and data modeling, Audun embedded this feature into existing evaluation workflows, ensuring compatibility with evaluate, evaluate2, and evaluate_hpo processes. The work included comprehensive documentation and tutorials to facilitate adoption. Audun also addressed a bug affecting cross-iteration prediction accuracy and historic data updates, improving the reliability of multi-step forecasting. The project demonstrated depth in API development, machine learning, and unit testing, resulting in more robust and flexible evaluation capabilities for the codebase.

Overall Statistics

Feature vs Bugs

50%Features

Repository Contributions

4Total
Bugs
1
Commits
4
Features
1
Lines of code
1,330
Activity Months1

Your Network

26 people

Work History

January 2026

4 Commits • 1 Features

Jan 1, 2026

January 2026 monthly summary focused on delivering flexible evaluation capabilities, stabilizing iterative predictions, and improving data integrity. Key enhancements include introducing an ExtendedPredictor wrapper for iterative predictions beyond a model's maximum length, integrating it into the evaluation workflow, and expanding developer resources with documentation and tutorials. A targeted bug fix addresses cross-iteration prediction accuracy and historic data updates to ensure robust and reliable multi-step forecasting.

Activity

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Quality Metrics

Correctness90.0%
Maintainability85.0%
Architecture90.0%
Performance85.0%
AI Usage25.0%

Skills & Technologies

Programming Languages

MarkdownPython

Technical Skills

API developmentPythonPython programmingdata analysisdata modelingdata sciencedocumentationfeature developmentmachine learningmodel evaluationsoftware developmentunit testing

Repositories Contributed To

1 repo

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

dhis2-chap/chap-core

Jan 2026 Jan 2026
1 Month active

Languages Used

MarkdownPython

Technical Skills

API developmentPythonPython programmingdata analysisdata modelingdata science