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nate stemen

PROFILE

Nate Stemen

Nate Stemen developed a Zero-Noise Extrapolation demo tutorial for PennyLaneAI/qml, integrating Catalyst to provide a practical workflow for quantum error mitigation. He implemented a performance comparison with the pure PennyLane path, set up an OpenCL build process to expand hardware compatibility, and stabilized package dependencies to improve testability. Using Python and YAML, Nate also enhanced documentation to support user adoption. In quantumlib/Cirq, he executed a targeted documentation update, rebranding references from Unitary Fund to Unitary Foundation and removing outdated Orquestra mentions. His work demonstrated depth in both technical implementation and ecosystem maintenance, focusing on clarity and reproducibility.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

2Total
Bugs
0
Commits
2
Features
2
Lines of code
1,960
Activity Months2

Work History

January 2025

1 Commits • 1 Features

Jan 1, 2025

January 2025: Focused on branding and documentation hygiene for quantumlib/Cirq. Implemented a targeted update to reflect branding from 'Unitary Fund' to 'Unitary Foundation' and removed the outdated 'Orquestra' reference, ensuring doc accuracy and consistency across the ecosystem. Change executed via commit 9a2a229c7b491b7b7681474d36b7281315acc235 (s/Unitary Fund/Unitary Foundation/), linked to #6938.

November 2024

1 Commits • 1 Features

Nov 1, 2024

November 2024 monthly summary: Delivered a Zero-Noise Extrapolation (ZNE) Demo Tutorial with Catalyst in PennyLaneAI/qml, including a performance comparison with the pure PennyLane path, an OpenCL build setup, and updates to package dependencies. The work provides a practical ZNE workflow for users, improves testability, and broadens hardware support. Committed changes consolidated in 22a96cd8e056366ff789f4db96f6dc4ce1c8932f (ZNE demo using catalyst (#1207)).

Activity

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Quality Metrics

Correctness100.0%
Maintainability100.0%
Architecture100.0%
Performance90.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

DockerfileMarkdownPNGPythonShellYAML

Technical Skills

CI/CDCatalystDocumentationError MitigationJIT CompilationPackage ManagementPennyLanePythonQuantum Computing

Repositories Contributed To

2 repos

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

PennyLaneAI/qml

Nov 2024 Nov 2024
1 Month active

Languages Used

DockerfilePNGPythonShellYAML

Technical Skills

CI/CDCatalystError MitigationJIT CompilationPackage ManagementPennyLane

quantumlib/Cirq

Jan 2025 Jan 2025
1 Month active

Languages Used

Markdown

Technical Skills

Documentation