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Ophélia Miralles

PROFILE

Ophélia Miralles

Ophelia Miralles developed core data ingestion, geometry enhancements, and robust dataset management features for the ecmwf/anemoi-core and ecmwf/anemoi-datasets repositories. She implemented flexible data loading and Voronoi-based graph construction, refactored area weighting logic, and introduced a clear API deprecation path to improve maintainability. Her work enabled persistent dataset storage using Zarr, added nearest-neighbor spatial interpolation, and enhanced pointwise and cellwise data indexing. Using Python, Xarray, and Zarr, she focused on backend development, data processing, and scientific computing. Ophelia’s contributions improved data integrity, usability, and test coverage, resulting in more reliable workflows and scalable, production-ready codebases.

Overall Statistics

Feature vs Bugs

86%Features

Repository Contributions

13Total
Bugs
1
Commits
13
Features
6
Lines of code
725
Activity Months4

Work History

September 2025

1 Commits • 1 Features

Sep 1, 2025

Month 2025-09: Delivered Dataset Save/Load API Enhancement for ecmwf/anemoi-datasets, focusing on usability, data integrity, and test coverage. Refactored save_dataset to accept an opened anemoi-dataset directly, simplifying usage and resolving issues with metadata registration and ensemble dimension handling. Added ability to inspect created datasets and ensured the ensemble dimension is correctly represented. Introduced a regression test (test_save_dataset) to verify the save/open workflow and protect against future regressions. Overall impact includes smoother developer experience, improved reliability of dataset I/O, and clearer visibility into saved artifacts.

June 2025

1 Commits • 1 Features

Jun 1, 2025

Month 2025-06: Delivered foundational PointCoordinate support and enhanced indexing for ecmwf/anemoi-datasets, enabling reliable point-, station-, poi-, and cell-based data access. Integrated with CoordinateGuesser and adjusted Variable handling to exclude point coordinates from shape and name calculations. These changes improve data discoverability, correctness, and downstream analytics.

March 2025

2 Commits • 2 Features

Mar 1, 2025

March 2025 highlights for ecmwf/anemoi-datasets: Delivered two core features that enhance data durability and quality, enabling reliable long-term storage and improved data completion, while maintaining a concise bug-fix footprint.

December 2024

9 Commits • 2 Features

Dec 1, 2024

December 2024 (ecmwf/anemoi-core): Delivered core data ingestion and geometry enhancements, improved API stability, and raised code quality to support scalable, production-grade workflows. Key work enabled more flexible data sources, richer Voronoi computations, a clear API deprecation path, and better maintainability across the codebase.

Activity

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Quality Metrics

Correctness88.4%
Maintainability86.0%
Architecture85.4%
Performance80.8%
AI Usage20.0%

Skills & Technologies

Programming Languages

CythonMarkdownPython

Technical Skills

Backend DevelopmentCode FormattingCode RefactoringData EngineeringData HandlingData InterpolationData ProcessingData StorageDataset ManagementDeprecation ManagementDocumentationFile I/OGeospatial Data ProcessingGraph ProcessingNumPy

Repositories Contributed To

2 repos

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

ecmwf/anemoi-core

Dec 2024 Dec 2024
1 Month active

Languages Used

MarkdownPython

Technical Skills

Backend DevelopmentCode FormattingCode RefactoringData EngineeringData HandlingData Processing

ecmwf/anemoi-datasets

Mar 2025 Sep 2025
3 Months active

Languages Used

PythonCython

Technical Skills

Data HandlingData InterpolationData ProcessingData StorageFile I/ONumPy

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