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Justin Kin Jun Hew

PROFILE

Justin Kin Jun Hew

Worked on the ISSMteam/ISSM repository to enhance both macOS onboarding and HPC cluster integration over a two-month period. Improved the build system’s Python library detection for Homebrew installations on macOS, reducing installation failures and streamlining user setup. Developed defensive checks to increase robustness and cross-platform compatibility. Subsequently, delivered end-to-end integration with the Gadi HPC cluster by implementing a new Python class, automated queue script generation, and a job submission workflow using PBS scripting and SSH. These contributions enabled scalable, reproducible ISSM simulations on Gadi, improved automation, and laid the groundwork for multi-cluster support, focusing on reliability and maintainability.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

6Total
Bugs
0
Commits
6
Features
2
Lines of code
512
Activity Months2

Your Network

27 people

Work History

February 2025

4 Commits • 1 Features

Feb 1, 2025

February 2025 update for ISSM development. Delivered end-to-end Gadi HPC cluster integration to enable ISSM simulations on the Gadi system. Built a new Python class 'gadi', queue script generation, and a robust job submission workflow—covering initialization, module loading, resource allocation, SSH launch, and automatic results download. Developed and validated queue scripts for scalable, repeatable ISSM runs. This work reduces time-to-solution for large-scale simulations and improves reproducibility across HPC environments. No major bugs fixed this month; primary focus on feature delivery and reliability improvements. Key commits include: 6775867542687faadaa0fbcfbcd02c207c6d42cd, ebdf473e16856486670f36863f3c17ff5af766c6, 0cae94c89005accbd3d542ffb9776cf7d880a770, f1d57308da49e9788b5d1a88b6734259368f5df8.

January 2025

2 Commits • 1 Features

Jan 1, 2025

January 2025 monthly summary for ISSM team (ISSM). Focused on bolstering macOS onboarding for users with Homebrew Python installations. Delivered an improvement to Python library detection in the build system to correctly locate headers and libraries when Python is installed via Homebrew, increasing installation success rates and reducing setup failures. Implemented two defensive checks in the Homebrew Python path discovery (commits 2a32551661f0655c4aedf48bd3b71f9b7f68c8d6 and f3640ffa26713ab321924710b17d98cd48d9ac45).

Activity

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Quality Metrics

Correctness85.0%
Maintainability85.0%
Architecture78.4%
Performance66.6%
AI Usage20.0%

Skills & Technologies

Programming Languages

Pythonm4

Technical Skills

Build System ConfigurationCluster ConfigurationCluster ManagementCross-Platform CompatibilityHPCHPC Cluster ManagementHigh-Performance Computing (HPC)PBS (Portable Batch System)PBS Job SchedulingPBS ScriptingPython DevelopmentSSHShell Scriptingbuild system configurationcross-platform compatibility

Repositories Contributed To

1 repo

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

ISSMteam/ISSM

Jan 2025 Feb 2025
2 Months active

Languages Used

m4Python

Technical Skills

Build System ConfigurationCross-Platform Compatibilitybuild system configurationcross-platform compatibilityCluster ConfigurationCluster Management