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Qiming

PROFILE

Qiming

Qiming contributed to the flexcompute/tidy3d and tidy3d-notebooks repositories by developing and refining simulation features for electromagnetic and antenna analysis. Over four months, Qiming enhanced the mode solver to support accurate bent-geometry simulations, introducing robust coordinate transformations and new data structures in Python. He improved the DirectivityData API for streamlined radiation analysis and created reproducible Jupyter notebook workflows for patch antenna evaluation. Qiming also focused on documentation clarity and validation logic, addressing error handling and testing for 2D projections. His work demonstrated depth in scientific computing, backend development, and technical writing, resulting in more reliable and maintainable simulation software.

Overall Statistics

Feature vs Bugs

80%Features

Repository Contributions

5Total
Bugs
1
Commits
5
Features
4
Lines of code
1,526
Activity Months4

Work History

March 2025

1 Commits

Mar 1, 2025

March 2025 monthly summary for flexcompute/tidy3d: Hardened 2D projection validation to prevent invalid configurations and added regression tests; improved reliability and alignment with current capabilities. The work reduces misconfigurations in 2D simulations and strengthens product quality.

January 2025

1 Commits • 1 Features

Jan 1, 2025

January 2025: Focused on improving documentation quality and developer experience in flexcompute/tidy3d-notebooks. Delivered targeted readability improvements for the AntennaCharacteristic notebook, ensured API reference links render correctly, and clarified mathematical notation to reduce confusion. These changes enhance on-boarding, reduce support overhead, and improve overall maintainability.

December 2024

2 Commits • 2 Features

Dec 1, 2024

December 2024 performance summary: Delivered core API improvements for radiation analysis in tidy3d and enabled end-to-end patch-antenna evaluation through new Jupyter notebooks. Focused on simplifying data modeling, improving computation of radiation characteristics, and providing reproducible analysis workflows within Tidy3D tooling.

November 2024

1 Commits • 1 Features

Nov 1, 2024

November 2024 delivered a major mode solver enhancement for flexcompute/tidy3d, focused on accuracy improvements for bent geometries. Implemented bend_angle_rotation for scenarios with bend_radius and angle_theta, refactored the solver to support rotated structures, and added robust Cartesian↔ cylindrical coordinate transformations. Introduced ScalarModeFieldCylindricalDataArray to underpin these calculations, enabling more reliable bent-geometry simulations. No critical bugs fixed this month; primary emphasis on feature delivery, code quality, and extendability.

Activity

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Quality Metrics

Correctness98.0%
Maintainability96.0%
Architecture94.0%
Performance86.0%
AI Usage20.0%

Skills & Technologies

Programming Languages

JinjaJupyter NotebookPython

Technical Skills

Antenna SimulationBackend DevelopmentCoordinate TransformationsData AnalysisData StructuresData VisualizationDocumentationElectromagneticsElectromagnetics SimulationError HandlingNumerical MethodsNumerical SimulationObject-Oriented ProgrammingRefactoringScientific Computing

Repositories Contributed To

2 repos

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

flexcompute/tidy3d

Nov 2024 Mar 2025
3 Months active

Languages Used

PythonJinja

Technical Skills

Coordinate TransformationsData StructuresElectromagnetics SimulationNumerical MethodsObject-Oriented ProgrammingData Analysis

flexcompute/tidy3d-notebooks

Dec 2024 Jan 2025
2 Months active

Languages Used

Jupyter NotebookPython

Technical Skills

Antenna SimulationData VisualizationElectromagneticsNumerical SimulationTidy3DDocumentation

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