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Rico Haeuselmann

PROFILE

Rico Haeuselmann

Worked on C2SM/icon4py and GridTools/gt4py, delivering features that improved configuration management, type safety, and backend integration. Developed declarative configuration systems using Python dataclasses and typing.Annotated, reducing manual mapping and enabling automated validation for ICON namelists. Enhanced type checking and maintainability by introducing explicit type hints and a mypy plugin, supporting safer client code and clearer program interfaces. Contributed to backend development by enabling GT4Py to DaCe SDFG conversion, improving code generation and testing coverage. Focused on Python development, continuous integration, and scientific computing, consistently prioritizing maintainability, correctness, and extensibility across complex scientific and numerical software projects.

Overall Statistics

Feature vs Bugs

100%Features

Repository Contributions

7Total
Bugs
0
Commits
7
Features
7
Lines of code
9,090
Activity Months5

Work History

July 2026

1 Commits • 1 Features

Jul 1, 2026

July 2026: Delivered a major refactor of the configuration subsystem for C2SM/icon4py by converting NonHydrostaticConfig into a declarative dataclass with typing.Annotated metadata, adding custom converters for ICON namelist parameters, and extending typing alongside static analysis by including dycore source files. The work enhances configurability, correctness, and maintainability, enabling safer defaults and smoother future migrations for the dycore integration.

June 2026

1 Commits • 1 Features

Jun 1, 2026

June 2026 monthly summary for C2SM/icon4py: Implemented a declarative diffusion configuration system for the ICON namelist, leveraging Python typing.Annotated to map ICON config options to a DiffusionConfig dataclass. This introduced a new configuration utility module and refactored affected model components to adopt the declarative approach. The change reduces manual mapping logic, improves maintainability, and establishes a foundation for automated validation and documentation. Work aligns with PR #1319 and includes the commit 1a52642bc468d3ff9169bc5986855d059808727b (co-authored-by: Jacopo Canton).

March 2026

3 Commits • 3 Features

Mar 1, 2026

In March 2026, delivered key features and type-safety improvements across C2SM/icon4py and GridTools/gt4py, focusing on business value: enabling tracer advection experiments, safer client code, and clearer GT4Py program interfaces. Major work included tracer advection groundwork in the standalone driver, explicit return type hints for gt4py programs, and a mypy plugin to reduce type ignores with supporting tests and documentation.

November 2025

1 Commits • 1 Features

Nov 1, 2025

November 2025 (GridTools/gt4py): Delivered Python 3.14 compatibility and CI/dependency updates to enable running the project on the latest Python release. No major bugs fixed this month; the focus was on compatibility and build-system stabilization, reducing upgrade risk for users and improving CI reliability. Business value: ensures users can upgrade to Python 3.14 with confidence, enhances release stability, and lowers maintenance costs. Technologies demonstrated: Python 3.14, CI/CD pipelines, dependency management, and cross-version testing.

January 2025

1 Commits • 1 Features

Jan 1, 2025

2025-01 Monthly Summary for GridTools/gt4py: Delivered the SDFGConvertible Program enabling GT4Py → DaCe SDFG conversion for the dace_fieldview backend with improved GTIR transform handling, new input/output field extractors, and enhanced connectivity tables. Added comprehensive tests to validate the end-to-end flow. No major bugs fixed this month. Business impact: enables automated, high-performance code generation for fieldview workloads and lays groundwork for broader backend deployment.

Activity

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Quality Metrics

Correctness87.2%
Maintainability88.6%
Architecture90.0%
Performance82.8%
AI Usage45.8%

Skills & Technologies

Programming Languages

Python

Technical Skills

Architecture DesignBackend DevelopmentCode GenerationCompiler DevelopmentContinuous IntegrationDaCeDataclassesGTIRMypyPythonPython DevelopmentPython programmingRefactoringSoftware DevelopmentSoftware Testing

Repositories Contributed To

2 repos

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

C2SM/icon4py

Mar 2026 Jul 2026
3 Months active

Languages Used

Python

Technical Skills

PythonPython programmingSoftware DevelopmentType Hintingdata analysisnumerical methods

GridTools/gt4py

Jan 2025 Mar 2026
3 Months active

Languages Used

Python

Technical Skills

Backend DevelopmentCode GenerationCompiler DevelopmentDaCeGTIRTesting