ESMAP-World-Bank-Group/EPM
Mar 2025 – Jul 2025
4 Months active
Languages Used
Jupyter NotebookPythonSQLMarkdownHTMLJavaScript
Technical Skills
Backend DevelopmentCode OrganizationData AnalysisData CleaningData ValidationData Visualization
Maelle Baronnet
PROFILE
Maelle Baronnet
Contributed to the ESMAP-World-Bank-Group/EPM repository by developing features that enhance data quality, visualization, and reporting for energy planning models. Built a data validation suite and planning notebooks for Rwanda, integrating Python and Pandas to streamline data cleaning and scenario analysis. Added interactive mapping with JavaScript and Leaflet.js, enabling visualization of marginal costs and infrastructure voltage levels. Authored technical documentation to clarify modeling approaches, supporting onboarding and reproducibility. Delivered an automated Excel summary export using Python scripting, improving reporting efficiency. Focused on code organization and maintainability, the work emphasized transparent workflows and reliable data pipelines without introducing high-severity bugs.
Overall Statistics
Feature vs Bugs
100%Features
Repository Contributions
11Total
Bugs
0
Commits
11
Features
7
Lines of code
192,535
Activity Months4
Your Network
3 peopleShared Repositories
3
Work History
July 2025
1 Commits • 1 Features
Jul 1, 2025July 2025 monthly summary for EPM repository (ESMAP-World-Bank-Group/EPM): Delivered an automated Excel Summary Export feature for EPM simulations via a new post-processing function. Generated a summary Excel by updating specific sheets from a template, with the new function designed to be optional to minimize disruption to existing workflows.
1 Commits • 1 Features
Jul 1, 2025July 2025 monthly summary for EPM repository (ESMAP-World-Bank-Group/EPM): Delivered an automated Excel Summary Export feature for EPM simulations via a new post-processing function. Generated a summary Excel by updating specific sheets from a template, with the new function designed to be optional to minimize disruption to existing workflows.
July 2025
May 2025
1 Commits • 1 Features
May 1, 2025In May 2025, delivered GeoJSON data integration for interactive power infrastructure maps in the EPM DWLD documentation. Implemented population of maps with coordinate data and display property configurations to visualize voltage levels. Updated documentation and ensured repo alignment for stakeholder use.
May 2025
1 Commits • 1 Features
May 1, 2025In May 2025, delivered GeoJSON data integration for interactive power infrastructure maps in the EPM DWLD documentation. Implemented population of maps with coordinate data and display property configurations to visualize voltage levels. Updated documentation and ensured repo alignment for stakeholder use.
April 2025
1 Commits • 1 Features
Apr 1, 2025April 2025 monthly summary for EPM: Delivered documentation for the 'representative days' feature in capacity expansion models, detailing its necessity, selection methods, and an optimization-based approach. This work enhances modeling accuracy, reproducibility, and onboarding for the EPM team. The related commit notes the addition of a representative days note (f5cc596eb323cb1a17d71acb0d51ed087622a2e7).
1 Commits • 1 Features
Apr 1, 2025April 2025 monthly summary for EPM: Delivered documentation for the 'representative days' feature in capacity expansion models, detailing its necessity, selection methods, and an optimization-based approach. This work enhances modeling accuracy, reproducibility, and onboarding for the EPM team. The related commit notes the addition of a representative days note (f5cc596eb323cb1a17d71acb0d51ed087622a2e7).
April 2025
March 2025
8 Commits • 4 Features
Mar 1, 2025Month: 2025-03. This period delivered a set of focused features across the EPM repository that improve data quality, planning capabilities, and visualization of energy economics, driving reliability, transparency, and faster decision-making for Rwanda-focused analyses. Major bugs fixed: No high-severity bugs were reported this month. Notebook import issues and data formatting defects encountered during Rwanda notebook and data quality work were resolved as part of feature development, contributing to more stable pipelines and exports.
March 2025
8 Commits • 4 Features
Mar 1, 2025Month: 2025-03. This period delivered a set of focused features across the EPM repository that improve data quality, planning capabilities, and visualization of energy economics, driving reliability, transparency, and faster decision-making for Rwanda-focused analyses. Major bugs fixed: No high-severity bugs were reported this month. Notebook import issues and data formatting defects encountered during Rwanda notebook and data quality work were resolved as part of feature development, contributing to more stable pipelines and exports.
Activity
Loading activity data...
Quality Metrics
Correctness87.2%
Maintainability87.2%
Architecture87.2%
Performance78.2%
AI Usage23.6%
Skills & Technologies
Programming Languages
HTMLJavaScriptJupyter NotebookMarkdownPythonSQL
Technical Skills
Backend DevelopmentCode OrganizationData AnalysisData CleaningData ProcessingData ValidationData VisualizationDocumentationEnergy Planning ModelsExcel ManipulationFrontend DevelopmentHTMLInteractive MappingJavaScriptJupyter Notebook
Repositories Contributed To
Overview of all repositories you've contributed to across your timeline