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Jan Jahoda

PROFILE

Jan Jahoda

Worked on the apache/arrow-dotnet repository to optimize the ArrowStreamWriter path for high-throughput data scenarios. Focused on memory management and performance optimization in C#, the work replaced a dedicated array pool with a shared buffer, reducing allocations for small arrays and improving throughput. This technical approach lowered garbage collection pressure and enhanced latency for streaming workloads, as demonstrated by benchmarking results. The changes simplified memory handling within the Arrow IPC Format implementation, contributing to better scalability and maintainability of .NET I/O paths. The work reflected a methodical approach to profiling, benchmarking, and iterative improvement in performance-critical data pipeline components.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
12
Activity Months1

Work History

September 2025

1 Commits • 1 Features

Sep 1, 2025

In September 2025, Apache Arrow.NET delivered a major performance optimization to the ArrowStreamWriter path by replacing a dedicated array pool with a shared buffer, reducing allocations for small arrays and boosting throughput. This work is highlighted by commit 2503375bedb7750d80c8df9e9b99dfe02fbaeba7 and the associated cleanup in PR Remove unnecessary allocation in ArrowStreamWriter (#73). Benchmarks showed measurable throughput gains and lower allocations for common streaming workloads, indicating reduced GC pressure and improved latency in high-throughput data scenarios. The changes reflect a broader emphasis on performance-aware memory management within the .NET I/O path and demonstrate skills in profiling, benchmarking, and iterative optimization. Overall, the month yielded stronger performance, better scalability, and clearer maintainability for high-volume data pipelines.

Activity

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Quality Metrics

Correctness100.0%
Maintainability80.0%
Architecture80.0%
Performance100.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

C#

Technical Skills

Arrow IPC FormatC#Memory ManagementPerformance Optimization

Repositories Contributed To

1 repo

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

apache/arrow-dotnet

Sep 2025 Sep 2025
1 Month active

Languages Used

C#

Technical Skills

Arrow IPC FormatC#Memory ManagementPerformance Optimization