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Marie-Audrey Gueylard

PROFILE

Marie-audrey Gueylard

Worked extensively across the os-climate/sostrades repositories to deliver robust data management, scalable reporting, and enhanced user experience for climate modeling workflows. Developed and maintained features such as stand-alone study export/import, dashboard systems, and parallelized execution pipelines, applying Python, Angular, and Docker to ensure reliability and performance. Improved backend APIs and front-end components to support secure authentication, efficient file handling, and dynamic visualization, while strengthening code quality through rigorous linting, refactoring, and documentation. Addressed complex challenges in data serialization, map rendering, and process automation, enabling reproducible deployments and streamlined collaboration for users and developers in climate analytics environments.

Overall Statistics

Feature vs Bugs

62%Features

Repository Contributions

376Total
Bugs
61
Commits
376
Features
99
Lines of code
26,781
Activity Months16

Work History

March 2026

7 Commits • 2 Features

Mar 1, 2026

March 2026 monthly summary for os-climate/sostrades-dev-tools: Delivered foundational platform deployment scaffolding and initiated PETSc version management to improve build reliability and environment reproducibility. Focused on business value-driven deliverables: reproducible dev/test environments via Dockerized deployment and robust PETSc installation flow across versions, reducing setup time and eliminating configuration drift.

December 2025

5 Commits • 2 Features

Dec 1, 2025

December 2025 performance summary: Delivered key bug fixes, clarity improvements in data models, and performance-oriented enhancements across core, web GUI, and dev-tools. The work focused on stabilizing user-facing features, improving maintainability, and enabling higher throughput for concurrent tasks, aligning with business goals of reliability, speed, and scalable development. Highlights include: TreeView root-level coupling bug fix in core, GUI service selection consistency refinement, data structure naming consistency for cost problems, targeted lint/quality cleanup, and the introduction of a parallel mono instance driver in dev-tools as part of release 5.3.4.

November 2025

18 Commits • 4 Features

Nov 1, 2025

Month: 2025-11 — Delivered substantial feature work, reliability fixes, and code quality improvements across sostrades-dev-tools and sostrades-core. This work created clearer release communications, faster and more reliable experimentation, and enhanced dashboard stability, directly contributing to business value and maintainability.

October 2025

55 Commits • 12 Features

Oct 1, 2025

In 2025-10, delivered a set of end-to-end study-data portability, reporting, map rendering, and performance improvements across sostrades-webapi, sostrades-webgui, and sostrades-core. The work focused on reliable data export/import workflows, scalable reporting, richer map visuals, and faster, observable execution for complex pipelines. Key business value includes improved data portability for customers, faster decision-making through AI-recommended reporting, and more resilient, scalable data processing. Overall, the month achieved: robust study data export/import capabilities, scalable study reporting, enhanced mapping and proxy infrastructure, and significant parallelization improvements with better observability and coding standard adherence.

September 2025

31 Commits • 6 Features

Sep 1, 2025

September 2025 performance summary focusing on key accomplishments across the os-climate repos. Delivered robust dashboard capabilities, improved data modeling and serialization, and targeted bug fixes that enhance reliability, data integrity, and developer velocity. UI, API, and core services were aligned to deliver measurable business value through improved user experience, consistent data exports, and stronger resilience to empty or missing data.

August 2025

1 Commits • 1 Features

Aug 1, 2025

August 2025: Delivered a front-end enhancement in the os-climate/sostrades-webgui to improve documentation handling. Implemented a new input property isOntologyDocumentation on the StudyCaseDocumentationComponent to clearly distinguish ontology documentation from standard documentation, ensuring ontology docs are not updatable in read-only mode and refresh reliably. Included a focused fix (commit 10a30dfaf5bc743ed1d737b4132be2fc753f3368) that stabilizes rendering and data integrity. Benefits include improved data governance, reduced risk of unintended edits, and a smoother user experience when viewing documentation in read-only contexts. Technologies demonstrated: React/TypeScript component work, state management, and commit-level code hygiene.

July 2025

24 Commits • 10 Features

Jul 1, 2025

July 2025 performance highlights across the os-climate SOSTrades repositories. Key improvements focused on stability, maintainability, and user-facing experience, delivering reliable solver behavior, faster initial load times, and safer collaboration workflows. Core stability was strengthened through robust error handling in the post-processing loader and corrected MDA tolerance/linear solver settings, complemented by substantial maintainability work (code cleanup, ruff fixes, and removal of unused methods). Dependency and tooling upgrades ensured downstream components (GemSEO, pyDOE3) continue to function with optional features enabled, reducing risk of breakage as the ecosystem evolves. On the web GUI, performance and UX gains were achieved via dynamic loading of heavy libraries, enhanced LLM chat pop-up controls, and refined study-case UI and tooltips. The web API and dev tools also shipped governance improvements, including a new reload-read-only endpoint with proper access control and updated study-management documentation.

June 2025

30 Commits • 12 Features

Jun 1, 2025

June 2025 monthly summary: Delivered stability, safety, and business value across API, UI, and tooling with a focus on safer data access, reliable migrations, and improved user experience. Key enhancements include Read-only API routes and safeguards, robust migration checks to skip unnecessary work, improved file upload UX, and immediate visibility for standalone studies. AI assistant capability began in study view, while UI polish and build configuration improvements support better usability and performance. Code quality, licensing metadata updates, and comprehensive release notes documentation were strengthened to improve maintainability and compliance across the codebase.

May 2025

38 Commits • 8 Features

May 1, 2025

May 2025 was driven by delivering core features for both backend (webapi) and frontend (webgui) with a strong emphasis on reliability, performance, and business value. Key work targeted safer data migration, faster study exports, API v0 readiness, stand-alone study workflows, and UI improvements for study creation/import and exports. The month also included code quality and dependency stability efforts to reduce risk in production and pave the way for future iterations.

April 2025

32 Commits • 9 Features

Apr 1, 2025

April 2025 focused on strengthening read-only study workflows, improving streaming performance, and stabilizing user experience across webapi and webgui, while consolidating documentation and upgrading core dependencies. Key areas included performance-oriented streaming/file-serving improvements, persistent read-only data and ontology metadata, a new read-only folder structure with backward compatibility, API simplifications for loading read-only studies, and targeted maintenance/refactoring to enhance test reliability and code quality.

March 2025

68 Commits • 14 Features

Mar 1, 2025

Monthly summary for 2025-03 focusing on business value, reliability, and technical achievement across the SoSTrades portfolio. Key outcomes include a new float coupling feature in core, comprehensive data handling/name fixes to eliminate warnings and ensure dataset integrity, and significant UX/API improvements that reduce user friction and improve observability. The work also advanced platform readiness by updating version pins and aligning tests, linting, and release documentation across multiple repositories.

February 2025

29 Commits • 7 Features

Feb 1, 2025

February 2025 performance snapshot across the web API, web UI, core, and dev-tools: Security and access controls were hardened with pre-auth checks for default resources (Keycloak integration) and a new user-facing Authentication Error page, improving compliance and UX for unauthorized access. Read-only mode capabilities were extended and stabilized, including consistent lifecycle handling and enhanced preference loading, reducing user errors and lifecycle anomalies. Study resource loading and preference storage were optimized (centralized loading pathways; dictionary-based preferences for faster lookups). Core data and tooling improvements added robust dataset connectors and PETSc solver resilience, improving numerical reliability and test coverage. Quality and documentation activities were amplified, including lint fixes, test cleanup, and comprehensive developer manual updates and release notes, boosting maintainability and developer productivity.

January 2025

19 Commits • 6 Features

Jan 1, 2025

January 2025 monthly summary focusing on key accomplishments and business impact across SoSTrades repos.

December 2024

3 Commits • 1 Features

Dec 1, 2024

December 2024: Maintained and enhanced Solar PV data integrity in os-climate/witness-energy by delivering comprehensive documentation updates and data refinements for 2023, improving model reliability and decision support.

November 2024

7 Commits • 1 Features

Nov 1, 2024

Month 2024-11 was focused on reliability, stability, and data fidelity across web API, core engine, and energy modeling. Key outcomes include stronger test robustness for L0 calculations, more reliable execution status reporting, and fresher solar PV data for cost/performance assessments. These efforts reduce flaky tests, improve observability, and enable better data-driven decisions for the platform. Highlights: - L0 Calculation Test robustness: transitioned test execution from threading to subprocess, added execution error logs, reducing flaky test runs and increasing visibility into failures. - ExecutionEngineObserver fix: corrected import/type checking for SoSMDODiscipline, ensuring accurate status processing. - Core execution status observer: stabilized attachment to the correct execution_status object, improving reliability of status updates. - Witness-energy solar PV data refresh: updated techno_disc_info with refined Opex percentage, WACC, Capex initial, and full load hours for improved cost accuracy and relevance. - Overall impact: more reliable CI/tests, dependable status reporting, and higher fidelity data, accelerating delivery and decision-making with reduced risk.

October 2024

9 Commits • 4 Features

Oct 1, 2024

Oct 2024 monthly summary for os-climate/sostrades-core and os-climate/sostrades-webapi. Focused on code quality, data reliability, documentation, and memory management to reduce technical debt and improve production stability.

Activity

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Quality Metrics

Correctness88.0%
Maintainability88.8%
Architecture83.6%
Performance83.8%
AI Usage21.2%

Skills & Technologies

Programming Languages

CSSDockerfileHTMLJSONJavaScriptJinjaMarkdownPythonSCSSSVG

Technical Skills

API DevelopmentAPI IntegrationAPI TestingAPI developmentAPI integrationAccess ControlAngularAsset ManagementAsset OptimizationAuthenticationBackend DevelopmentBug FixBug FixingBuild AutomationCI/CD

Repositories Contributed To

7 repos

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

os-climate/sostrades-core

Oct 2024 Dec 2025
12 Months active

Languages Used

MarkdownPythonTextJSON

Technical Skills

Backend DevelopmentCode LintingCode MaintenanceCode QualityCode RefactoringCore Development

os-climate/sostrades-webapi

Oct 2024 Oct 2025
11 Months active

Languages Used

PythonJavaScriptJinja

Technical Skills

API DevelopmentBackend DevelopmentCode CleanupCode OrganizationMemory ManagementTesting

os-climate/sostrades-webgui

Jan 2025 Dec 2025
11 Months active

Languages Used

HTMLSCSSTypeScriptCSSJavaScriptSVG

Technical Skills

AngularFront End DevelopmentFront-end DevelopmentUI/UX DevelopmentComponent DevelopmentError Handling

os-climate/sostrades-dev-tools

Jan 2025 Mar 2026
9 Months active

Languages Used

MarkdownPythonDockerfileJavaScript

Technical Skills

DocumentationRelease ManagementTechnical WritingDocumentation ManagementSoftware EngineeringAPI development

os-climate/witness-energy

Nov 2024 Mar 2025
3 Months active

Languages Used

MarkdownPython

Technical Skills

Data ModelingData UpdateDocumentationEnergy ModelingCode Maintenance

os-climate/witness-core

Jan 2025 Mar 2025
2 Months active

Languages Used

PythonText

Technical Skills

Bug FixPackage ManagementRefactoringCI/CDCode QualityCode Refactoring

os-climate/sostrades-optimization-plugins

Mar 2025 Mar 2025
1 Month active

Languages Used

Text

Technical Skills

Configuration ManagementVersion Control