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Osman Bytyqi

PROFILE

Osman Bytyqi

Osman Bytyqi enhanced the ArianitHalimi/AIN_25 repository by developing advanced solver optimization strategies focused on improving performance and solution quality under time constraints. He implemented a steepest ascent hill climbing algorithm and introduced a hybrid search approach that combines steepest ascent with random restarts, enabling more robust local search. Osman restored and expanded several optimization algorithms, including guided local search and swap-based hill climbing, and refactored data handling in the insert library method for better validation. Using Python and leveraging skills in algorithm optimization and data structures, his work delivered deeper, more reliable solution searches while maintaining code stability and maintainability.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

3Total
Bugs
0
Commits
3
Features
1
Lines of code
487
Activity Months1

Work History

April 2025

3 Commits • 1 Features

Apr 1, 2025

April 2025 monthly summary for AIN_25 focusing on solver optimization improvements that enhance performance, reliability, and solution quality under time constraints.

Activity

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Quality Metrics

Correctness80.0%
Maintainability80.0%
Architecture80.0%
Performance73.4%
AI Usage20.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

Algorithm ImplementationAlgorithm OptimizationData StructuresHeuristicsLocal Search AlgorithmsObject-Oriented ProgrammingOptimizationPythonSearch AlgorithmsSoftware Refactoring

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 StructuresHeuristicsLocal Search AlgorithmsObject-Oriented Programming

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