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Muhammad Zul Husni Zawawi

PROFILE

Muhammad Zul Husni Zawawi

Developed and delivered a real-time NPU Performance Monitoring Command-Line Utility for the open-edge-platform/edge-ai-libraries repository, enabling users to track key metrics such as power consumption, temperature, utilization, and memory usage for Neural Processing Unit workloads. The tool was implemented using Python scripting and command-line interface techniques, with a focus on system monitoring and end-to-end instrumentation. This feature enhanced observability for edge AI deployments, supporting faster troubleshooting and performance tuning. The work demonstrated proficiency in CLI tooling and cross-component integration, with all changes traceable through a dedicated commit. No critical bugs were addressed during this period, focusing solely on feature delivery.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

1Total
Bugs
0
Commits
1
Features
1
Lines of code
562
Activity Months1

Work History

January 2026

1 Commits • 1 Features

Jan 1, 2026

January 2026 — Real-time NPU Performance Monitoring Command-Line Utility delivered for open-edge-platform/edge-ai-libraries. This feature provides real-time metrics (power, temperature, utilization, memory) for NPU workloads, enabling faster troubleshooting, energy optimization, and reliability in edge deployments. No critical bugs fixed this month; main accomplishment is feature delivery with a traceable commit. Technologies demonstrated include CLI tooling, performance monitoring, and end-to-end instrumentation.

Activity

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Quality Metrics

Correctness100.0%
Maintainability80.0%
Architecture100.0%
Performance80.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

Python

Technical Skills

Python scriptingcommand-line toolssystem monitoring

Repositories Contributed To

1 repo

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

open-edge-platform/edge-ai-libraries

Jan 2026 Jan 2026
1 Month active

Languages Used

Python

Technical Skills

Python scriptingcommand-line toolssystem monitoring