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MatteoRobbiati

PROFILE

Matteorobbiati

Matteo Robbiati contributed to the qiboteam/qibo repository by developing and refining backend infrastructure, data visualization tools, and documentation to support quantum computing workflows. He unified PyTorch backend integration under the qiboml platform, modernized dependency management using Python and TOML, and improved test reliability across evolving backends. Matteo enhanced circuit execution insight by building interactive visualization modules with Matplotlib and strengthened reproducibility through robust numerical computation fixes. He also improved documentation quality by integrating scholarly citations and collaboration references. His work demonstrated depth in backend development, packaging hygiene, and UI testing, resulting in more stable, maintainable, and research-friendly code.

Overall Statistics

Feature vs Bugs

64%Features

Repository Contributions

31Total
Bugs
4
Commits
31
Features
7
Lines of code
2,433
Activity Months6

Work History

October 2025

1 Commits • 1 Features

Oct 1, 2025

October 2025: Key feature delivered — new Documentation: Collaboration Papers Section and Citations in qibo docs, including a Bell inequalities paper with journal publication and arXiv links to boost discoverability for researchers using the Qibo project. No major bugs fixed this month. Impact: improved research discoverability, stronger documentation quality, and enhanced collaboration potential for Qibo. Demonstrated skills: documentation, version control, scholarly citation integration, and cross-team collaboration.

June 2025

2 Commits

Jun 1, 2025

June 2025: Focused on numerical reliability in Hamiltonian expectation value calculations for qiboteam/qibo. Implemented robust casting and real-valued results to prevent numerical instability and maintain correctness in simulations. No new features released this month; primary work targeted bug fixes and code hygiene to improve reliability and accuracy for downstream users.

March 2025

15 Commits • 2 Features

Mar 1, 2025

March 2025 monthly summary for qiboteam/qibo: Delivered core visualization capabilities for circuit execution and state visualization, strengthened UI test coverage, and fixed key reliability bugs. Key features delivered include a Circuit Execution Visualizer with interactive plots (state amplitudes, probabilities, measurement frequencies) and refactored drawing utilities; default state visualization now shows all relevant components where feasible with updated docs and visualize_state usage; UI test suite for result visualization was enhanced with additional multi-qubit data and test utilities fixes. Major bugs fixed include updating the default argument for n_most_relevant_component and fixes to test imports and numpy backend seeds that improved test reliability. Overall impact: reduced debugging time, improved circuit insight, and more dependable multi-qubit visualization; Technologies/skills demonstrated: Python, plotting UI, plotting utilities refactoring, test-driven development, numpy backend handling, and documentation updates.

December 2024

2 Commits • 1 Features

Dec 1, 2024

Month: 2024-12. Key outcomes include dependency hygiene improvements and test reliability enhancements that streamline Linux deployments and reduce maintenance overhead. Delivered a streamlined install experience by removing TensorFlow from dependencies and stabilized CI tests after dependency changes. Impact: faster onboarding, fewer flaky tests, and more robust packaging across Linux environments. Technologies/skills demonstrated: Python packaging and dependency management with Poetry, packaging hygiene, test stability, and Linux environment considerations. Business value: lower install friction, more reliable deployments, and easier cross-platform support.

November 2024

6 Commits • 2 Features

Nov 1, 2024

November 2024 monthly summary for qiboteam/qibo. Key work focused on backend provider migration, dependency modernization, and test alignment with backend removal. These actions enhance stability, compatibility with newer Python environments, and clarity of backend usage for developers and users.

October 2024

5 Commits • 1 Features

Oct 1, 2024

October 2024 monthly summary for qiboteam/qibo: focused on consolidating the PyTorch backend into the Qibo ML backend under the qiboml platform, updating the test suite to support the new backend (qiboml-pytorch), and aligning dependencies for a stable qibot build. Completed backend unification, test migration, and import-path fixes to enable smoother PyTorch-backed experimentation and faster delivery of machine learning features.

Activity

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Quality Metrics

Correctness90.6%
Maintainability92.8%
Architecture90.4%
Performance85.2%
AI Usage20.0%

Skills & Technologies

Programming Languages

PythonRSTTOMLrst

Technical Skills

Backend ConfigurationBackend DevelopmentCode RefactoringData VisualizationDebuggingDependency ManagementDocumentationMatplotlibNumerical ComputationPyTorchPythonPython DevelopmentPython PackagingQuantum ComputingRefactoring

Repositories Contributed To

1 repo

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

qiboteam/qibo

Oct 2024 Oct 2025
6 Months active

Languages Used

PythonRSTTOMLrst

Technical Skills

Backend DevelopmentCode RefactoringDependency ManagementPyTorchQuantum ComputingTensorFlow