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Arbnor Puka

PROFILE

Arbnor Puka

Developed enhancements for the AIN_25 repository, focusing on strengthening the operator pipeline and expanding data handling to support multi-file inputs. Refactored the operator module to improve architecture and user experience, including clearer data loading and contextual feedback during operator creation. Advanced optimization strategies by integrating and refining hill climbing and Guided Local Search algorithms, enabling more robust solution exploration and stagnation handling. Leveraged Python for algorithm implementation, data processing, and file handling, resulting in scalable multi-file reporting and analysis. The work emphasized modular software development and optimization techniques, delivering improved reporting capabilities and a more flexible, maintainable codebase.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

5Total
Bugs
0
Commits
5
Features
3
Lines of code
706
Activity Months1

Your Network

16 people

Work History

April 2025

5 Commits • 3 Features

Apr 1, 2025

April 2025 monthly summary for AIN_25 (ArianitHalimi/AIN_25). Focused on strengthening the operator pipeline, expanding data handling for multi-file inputs, and advancing optimization strategies to improve solution quality and reporting. Highlights include operator module refactor and data loading improvements, hill climbing enhancements with multi-file report support, and Guided Local Search (GLS) integration with better exploration and stagnation handling.

Activity

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Quality Metrics

Correctness82.0%
Maintainability80.0%
Architecture80.0%
Performance68.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

Algorithm ImplementationAlgorithm OptimizationData ProcessingFile HandlingHeuristicsLocal SearchOptimizationOptimization AlgorithmsPythonPython DevelopmentPython ScriptingSoftware Development

Repositories Contributed To

1 repo

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

ArianitHalimi/AIN_25

Apr 2025 Apr 2025
1 Month active

Languages Used

Python

Technical Skills

Algorithm ImplementationAlgorithm OptimizationData ProcessingFile HandlingHeuristicsLocal Search