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Mathias Soeken

PROFILE

Mathias Soeken

Mathias Soeken contributed to the microsoft/qsharp and microsoft/qdk repositories by developing and enhancing quantum resource estimation and error correction tooling. He implemented new APIs, such as logical_counts for early-stage cost analysis, and extended error correction models with parameterization for nuanced logical error-rate calculations. Using Python, Rust, and Q#, Mathias improved error handling, added Python bindings for cross-language resource estimation, and enhanced documentation clarity. His work included bug fixes in core subsystems, robust testing, and the introduction of extensible interfaces, resulting in more reliable, maintainable, and analytics-ready quantum development workflows that support scalable experimentation and integration with external tools.

Overall Statistics

Feature vs Bugs

69%Features

Repository Contributions

16Total
Bugs
4
Commits
16
Features
9
Lines of code
2,999
Activity Months9

Work History

December 2025

1 Commits • 1 Features

Dec 1, 2025

2025-12 monthly summary for microsoft/qdk. Focused on delivering a targeted Python interface enhancement to improve data visibility and completeness. Feature delivered: Enhanced Python Interface: Include Additional Fields in Logical Counts Output. This work adds missing fields to the logical counts output in the Python API, aligning it with other interfaces and improving observability for Python users. The change is associated with commit fc6802aa09a15dbbd8ba4b82bf32f4aa8681aa1a and propagates previously missing information to ensure consistent downstream analytics. No separate bugs fixed were documented this month; the principal outcome is a quality and usability improvement that reduces manual data stitching and accelerates debugging and performance analysis for Python usage. This aligns with product goals of improved developer experience and better telemetry.

October 2025

3 Commits • 2 Features

Oct 1, 2025

October 2025 monthly performance summary for microsoft/qsharp focused on delivering high-impact resource estimation enhancements and expanding the Custom Estimation API. The work completed this month includes two major feature areas and associated bug fixes, with emphasis on reliability, accuracy, and extensibility to support production-grade quantum workflows.

September 2025

1 Commits • 1 Features

Sep 1, 2025

September 2025: Delivered a new Q# pre-layout logical_counts API to extract logical resource counts (qubits, gates) from Q# programs without full physical estimation, enabling early cost planning and integration with alternative estimation methods. Major bugs fixed: none reported this month for microsoft/qsharp. Overall impact: accelerates planning, reduces estimate turnaround for early-stage design, and enables analytics-ready metrics. Technologies/skills demonstrated: API design for language-integrated tooling, Q# resource estimation concepts, and integration with existing estimation workflows. Notable commit: a763945bad8dcc2b2b1a5318c0784576f3d0603e (#2717).

June 2025

3 Commits • 2 Features

Jun 1, 2025

June 2025: Delivered key enhancements to the Resource Estimator and Extensible ErrorCorrection API in microsoft/qsharp, strengthening planning accuracy, extensibility, and reliability. Implemented validation for depth scaling factors, added generic resource estimation via Python bindings, and introduced a post-selection code-parameter adjustment in the ErrorCorrection trait. Also fixed a critical validation bug to prevent invalid configurations, enabling safer experimentation and faster iteration.

May 2025

1 Commits • 1 Features

May 1, 2025

May 2025 monthly summary for microsoft/qsharp: Focused on improving reliability and usability of the Resource Estimator by propagating errors through return types, introducing new error variants, and improving error handling and user communication.

March 2025

1 Commits • 1 Features

Mar 1, 2025

March 2025 performance summary focusing on Microsoft Q# development. Delivered a substantive enhancement to Quantum Error Correction (QEC) modeling by introducing a new distance_coefficient_power parameter, enabling more nuanced logical error-rate calculations based on code distance. This change spans multiple implementations and improves the accuracy of error correction planning and resource estimation.

February 2025

2 Commits

Feb 1, 2025

February 2025 monthly summary for microsoft/qsharp repository focusing on reliability and correctness improvements in core subsystems. Delivered two critical bug fixes with added regression tests, resulting in increased stability of resource estimation and table lookup operations.

December 2024

3 Commits • 1 Features

Dec 1, 2024

December 2024 monthly summary for microsoft/qsharp: Delivered a new Quantum Rotation Operations Library with Hamming Weight Phasing (cc791d46) to optimize quantum rotations by reducing gate count; added helper operations for calculating Hamming weight and applying rotations, plus comprehensive tests. Fixed DF Chemistry Sample Configuration by removing incorrect error-budget blocks (7c15bce..., ac1704cc...) to improve clarity and consistency. Impact: improved quantum circuit efficiency and reliability, clearer sample configuration, enabling more scalable quantum workflows. Technologies/skills demonstrated: Q#, library design, testing, code review, and commit-driven development.

November 2024

1 Commits

Nov 1, 2024

November 2024: Documentation maintenance and quality improvement for microsoft/qsharp. Delivered a focused grammar fix in the Q# Library Registry Documentation to enhance clarity and professionalism. The change involved removing a duplicate period in Registry.md, aligned with documentation standards, and was implemented as a single commit without any code or API changes.

Activity

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Quality Metrics

Correctness91.8%
Maintainability88.8%
Architecture86.2%
Performance81.2%
AI Usage21.2%

Skills & Technologies

Programming Languages

MarkdownPythonQ#RustTOML

Technical Skills

API DesignAPI DevelopmentAlgorithm ImplementationAlgorithm OptimizationBug FixingCode RefactoringConfiguration ManagementDocumentationError CorrectionError HandlingFormula ExtensionLibrary DevelopmentParameterizationPythonPython Development

Repositories Contributed To

2 repos

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

microsoft/qsharp

Nov 2024 Oct 2025
8 Months active

Languages Used

MarkdownPythonQ#RustTOML

Technical Skills

DocumentationAlgorithm ImplementationCode RefactoringConfiguration ManagementLibrary DevelopmentQuantum Computing

microsoft/qdk

Dec 2025 Dec 2025
1 Month active

Languages Used

Rust

Technical Skills

Rustbackend development