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Aiko Muraishi

PROFILE

Aiko Muraishi

During December 2025, Akira Imura enhanced the RosettaCommons/foundry repository by developing advanced symmetry modeling features and optimizing inference performance for low-memory environments. Akira introduced new symmetry example PDB files and expanded the is_non_loopy attribute to clarify conditional and unconditional symmetry handling, improving modeling accuracy and documentation. Addressing robustness, Akira fixed legacy input parsing and refined error handling in the inference engine, increasing reliability. Performance was further improved by eliminating a for loop in the chunked pairwise layer and enabling multi-batch support. These contributions, implemented in Python and YAML, demonstrated depth in algorithm design, data processing, and software maintenance.

Overall Statistics

Feature vs Bugs

67%Features

Repository Contributions

8Total
Bugs
1
Commits
8
Features
2
Lines of code
17,905
Activity Months1

Your Network

146 people

Work History

December 2025

8 Commits • 2 Features

Dec 1, 2025

December 2025 monthly summary for RosettaCommons/foundry: Delivered significant symmetry modeling enhancements and memory-efficient inference, fixed core parsing and error handling issues, and improved performance. Strengthened modeling accuracy, reliability, and throughput on low-memory hardware.

Activity

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Quality Metrics

Correctness95.0%
Maintainability92.6%
Architecture92.6%
Performance90.0%
AI Usage22.6%

Skills & Technologies

Programming Languages

MarkdownPDBPythonYAML

Technical Skills

Bug FixingCode FormattingConfiguration ManagementData ManagementDocumentationPythonPython programmingSoftware EngineeringSoftware Maintenancealgorithm designdata analysisdata modelingdata processingdocumentationmachine learning

Repositories Contributed To

1 repo

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

RosettaCommons/foundry

Dec 2025 Dec 2025
1 Month active

Languages Used

MarkdownPDBPythonYAML

Technical Skills

Bug FixingCode FormattingConfiguration ManagementData ManagementDocumentationPython