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Matthew Treinish

PROFILE

Matthew Treinish

Over 22 months, contributed core architectural enhancements and performance optimizations to the Qiskit/qiskit repository, focusing on cross-language transpiler development, C API expansion, and Rust/Python integration. Delivered features such as Python-free builds, SIMD-accelerated Clifford gates, and multithreaded transpiler passes, improving reliability and scalability for large quantum circuits. Leveraged Rust, Python, and C to modernize data structures, streamline error handling, and enable embeddable workflows across platforms. Maintained rigorous CI/CD practices, enhanced documentation, and implemented robust testing frameworks. The work enabled faster compilation, reproducible results, and seamless interoperability, supporting both developer productivity and production-grade quantum computing workflows at scale.

Overall Statistics

Feature vs Bugs

84%Features

Repository Contributions

175Total
Bugs
14
Commits
175
Features
71
Lines of code
464,332
Activity Months22

Work History

July 2026

5 Commits • 2 Features

Jul 1, 2026

July 2026: Delivered Python-free builds via an optional 'python' feature flag to isolate PyO3/NumPy bindings and cleanly separate Python bindings from the pure Rust logic. Fixed a multithreaded deadlock in the Optimize1qGatesDecomposition pass by introducing a dedicated entrypoint that releases the GIL before parallel work and re-acquires it when Python-bound output is produced, with regression tests added. Completed maintenance and dependency upgrades with an MSRV bump to 1.89: refactored the process_runs closure to support deadlock fixes, upgraded ndarray to 0.17.2 and nalgebra to 0.35 to align with the Python/numpy ecosystem, and prepared the ground for broader Python-free builds. These changes improve build isolation, concurrency reliability, and upgrade readiness, delivering tangible business value through more robust deployments and faster iteration cycles.

June 2026

10 Commits • 4 Features

Jun 1, 2026

2026-06 monthly summary for Qiskit/qiskit focusing on performance, reliability, and API expansion in the transpiler stack. Delivered cross-cutting optimizations that reduce compilation time for large circuits, expanded accessibility to core transpiler features via C/Python APIs, and improved CI/test history efficiency. These efforts directly improve backend performance, integration capabilities with external tools, and overall reliability in production-like workflows.

May 2026

18 Commits • 4 Features

May 1, 2026

Monthly Performance Summary for 2026-05 (Qiskit/qiskit): Delivered core data-structure and compiler optimizations that materially improve transpilation performance, circuit fidelity, and test reliability. This period focused on foundational data models, safer copy semantics, and parallelized optimization passes that scale with workload.

April 2026

17 Commits • 5 Features

Apr 1, 2026

April 2026 performance-oriented month for Qiskit/qiskit focused on reliability, reproducibility, and performance improvements across core compilation, serialization, and cross-language interfaces. Delivered concrete fixes and enhancements that reduce user-facing errors, enable reproducible benchmarks, and set the foundation for future interoperability.

March 2026

11 Commits • 4 Features

Mar 1, 2026

March 2026 highlights for Qiskit/qiskit: delivered measurable business and technical value by accelerating the transpiler, modularizing the two-qubit decomposer, expanding benchmarking, and tightening quality gates. Key outcomes include faster transpilation for large circuits, more maintainable code paths, and a stronger foundation for future optimization.

February 2026

1 Commits • 1 Features

Feb 1, 2026

February 2026 monthly summary for Qiskit/qiskit: Delivered core performance and maintenance improvements in Clifford gate handling.

January 2026

3 Commits • 2 Features

Jan 1, 2026

January 2026 performance summary for Qiskit/qiskit: Delivered Rust-native error handling for CircuitData APIs, consolidated Python types in the circuit crate, and fixed a docstring indentation warning in the RemoveIdentityEquivalent transpiler pass. These changes strengthen error reporting, reduce cross-language coupling, and decrease MSRV-related maintenance risk, laying groundwork for smoother future Rust/Python integration and performance improvements.

December 2025

8 Commits • 3 Features

Dec 1, 2025

December 2025 monthly performance summary: Delivered targeted performance improvements, API expansion, and stability fixes across core compilation tooling in Qiskit/qiskit. The month focused on making the compiler and tooling more efficient, programmable, and robust to enable faster, more customizable quantum workflows with real business value.

November 2025

4 Commits • 2 Features

Nov 1, 2025

Month: 2025-11 — Concise monthly summary for Qiskit/qiskit highlighting business value and technical achievements. Key outcomes include: 1) Numpy conversion performance optimization in the Rust/Python boundary, reducing memory copies and improving runtime for Vec<bool> to numpy conversions in PauliProductMeasurement; 2) C API enhancements and testing framework enabling modular transpiler stages exposure and custom workflows; 3) Establishment of a Python ctypes-based C API testing framework with qk_transpile_stage_init() support. These changes improve performance, extensibility, and cross-language interoperability, setting the stage for more efficient transpilation and scalable testing.

October 2025

1 Commits • 1 Features

Oct 1, 2025

October 2025: Delivered Calibration ID parameter support across Qiskit Runtime, enabling users to specify a custom calibration ID when instantiating backends and ensuring it is propagated through API clients, backend configuration, and property retrieval. This improves reproducibility, traceability, and governance of calibration workflows. No major bug fixes this month; focused on feature delivery and cross-component integration. Technologies demonstrated include Python API client design, backend configuration propagation, and Qiskit Runtime integration.

September 2025

11 Commits • 5 Features

Sep 1, 2025

September 2025 monthly summary for Qiskit/qiskit emphasizing business value and technical achievements across unitary synthesis, layout reliability, and cross-language interoperability.

August 2025

26 Commits • 9 Features

Aug 1, 2025

August 2025: Delivered cross-language transpiler capabilities and API modernization to enable embeddable, high-performance workflows across C/Rust/Python. Key outcomes include (1) C API modernization with TranspileLayout and related API updates enabling in-place layout results and parameterized gates, (2) Rust foundations for transpilation, including TranspileLayout struct and standard commutation library, and ported Unroll3qOrMore, (3) Python bindings exposing free paths to core passes for embeddable usage without Python runtime, (4) C API transpiler tooling with UnitarySynthesis, Transpile, and CommutativeCancellation passes, and (5) reliability/portability improvements, including angle-bounds support, Python-free DAG size/depth, and MSRV bump with Faer upgrade, plus targeted bug fixes (RZ(0) in CX, Sabre gating, MCX clippy).

July 2025

11 Commits • 4 Features

Jul 1, 2025

July 2025: Stabilized and expanded the C API surface and Rust interoperability for Qiskit/qiskit, delivering concrete business value through deterministic behavior, reduced Python dependencies, and easier external integration. Focus areas included VF2Layout improvements, ElidePermutations standalone C API, Rust-native data model refinements, and general maintainability.

June 2025

1 Commits • 1 Features

Jun 1, 2025

June 2025 monthly summary for Qiskit/documentation: Documentation enhancement to clarify the C API compiler requirement (C11) and update onboarding guidance.

May 2025

1 Commits

May 1, 2025

May 2025 monthly summary: Focused on documentation quality for the Qiskit C API. Implemented a precise correction in the C API installation guide by replacing 'crate' with 'create' in the cbindgen tool description, improving clarity for developers integrating the C API. The change was implemented via a targeted documentation fix (commit f7cb8cb548ba3d45d62ff31f689144a98af48b28) associated with issue #3138. This work enhances user guidance, reduces potential confusion, and supports smoother integration workflows.

April 2025

13 Commits • 4 Features

Apr 1, 2025

April 2025 — Delivered core architectural enhancements and reliability improvements in Qiskit/qiskit with a focus on performance, interoperability, and developer experience. Key features include Rust-based VF2Layout port enabling Python-free execution and a new C API for circuit construction; DAG circuit composition refactor separating Python interface from core Rust, and a streamlined DAGCircuitBuilder; improved usability of quantum_volume() via explicit argument documentation. Maintenance and CI work upgraded dependencies (PyO3, numpy), fixed tooling issues (clippy warnings, grcov pin), cleaned up benchmarks and configs, contributing to more stable builds and faster onboarding for contributors. These changes enable broader integration scenarios, reduce friction for non-Python environments, and strengthen overall code quality.

March 2025

1 Commits • 1 Features

Mar 1, 2025

Monthly summary for 2025-03 (Qiskit/documentation). Key feature delivered: Qiskit v2.0.0 Release Compatibility Documentation, detailing platform support, versioning strategy, deprecation guidelines, and release management information to inform users about upcoming compatibility. The change was implemented with commit 24b7ea1aabfacb8a3f7cc7901da7ab3a339a5f80 (Update versioning and platform support for 2.0 (#2731)). Major bugs fixed: none recorded for this repository this month. Overall impact: improves release readiness and user clarity on supported environments, enabling smoother adoption of v2.0.0 and reducing potential support ambiguity. Technologies/skills demonstrated: documentation discipline, versioning and release planning, cross-platform considerations, and collaboration with release engineering.

February 2025

11 Commits • 8 Features

Feb 1, 2025

February 2025 monthly summary for Qiskit/qiskit: Delivered performance-focused Rust-native representations, scalable analysis, API improvements, and targeted cleanup across the core stack. These efforts reduced Python overhead, improved large-circuit analysis performance, and simplified maintenance while delivering measurable business value through faster simulations, more deterministic builds, and a stronger CI/performance posture.

January 2025

9 Commits • 2 Features

Jan 1, 2025

January 2025 performance summary for Qiskit/qiskit: Delivered features that improve reliability and predictability of transpilation for hardware-efficient circuits, alongside significant platform/toolchain modernization and codebase maintenance to prepare for future releases. The work enhances business value by stabilizing builds, accelerating hardware-backed workflows, and simplifying long-term maintenance.

December 2024

2 Commits • 2 Features

Dec 1, 2024

2024-12 Monthly Summary for Qiskit/qiskit: Focused on maintaining compatibility with evolving tooling, improving CI reliability, and delivering cross-platform packaging stability. Delivered targeted changes to reduce lint noise for end users and reinforced macOS packaging workflows to ensure consistent wheel availability across macOS targets. Business value centers on smoother developer experience, fewer build-time regressions, and broader platform support for end users.

November 2024

8 Commits • 5 Features

Nov 1, 2024

November 2024 (Qiskit/qiskit) delivered focused performance improvements, robust optimization enhancements, and expanded serialization capabilities across the transpiler and circuit tooling. Major work centered on migrating critical passes to Rust for efficiency, widening qubit-layout optimization for large devices, and strengthening circuit manipulation and serialization pathways. The changes improve mapping quality for large quantum devices, reduce runtime overhead, and enhance the reliability of circuit construction and analysis for both developers and users.

October 2024

3 Commits • 2 Features

Oct 1, 2024

October 2024 monthly summary for Qiskit/qiskit. Focused on performance optimization for unitary processing and API cleanup to align with Qiskit 2.0. Implementations in UnitarySynthesis and 2-qubit unitary paths, along with the migration of API surfaces from deprecated constructs to IfElseOp. Delivered code changes, measured impact on compilation overhead, and prepared the groundwork for future optimizations and API coherence.

Activity

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Quality Metrics

Correctness93.4%
Maintainability89.0%
Architecture90.2%
Performance85.8%
AI Usage25.4%

Skills & Technologies

Programming Languages

BashCCMakeGitMarkdownPythonQASMRustShellTOML

Technical Skills

API DesignAPI DevelopmentAPI IntegrationAPI designAPI developmentAlgorithm DesignAlgorithm ImplementationAlgorithm OptimizationBackend DevelopmentBenchmarkingBug FixingBuild AutomationBuild System ConfigurationBuild System Configuration (CMake)Build Systems

Repositories Contributed To

3 repos

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

Qiskit/qiskit

Oct 2024 Jul 2026
18 Months active

Languages Used

PythonRustYAMLTOMLMarkdownShellCCMake

Technical Skills

API DesignAlgorithm OptimizationCode RefactoringCompiler OptimizationDeprecationPerformance Engineering

Qiskit/documentation

Mar 2025 Jun 2025
3 Months active

Languages Used

Markdown

Technical Skills

DocumentationTechnical Writing

Qiskit/qiskit-ibm-runtime

Oct 2025 Oct 2025
1 Month active

Languages Used

Python

Technical Skills

API IntegrationBackend DevelopmentQuantum Computing