OCHA-DAP/data-grid-recipes
Nov 2024 – Jul 2026
13 Months active
Languages Used
YAMLJavaScriptNone
Technical Skills
ConfigurationConfiguration ManagementData ConfigurationData ManagementMetadata ManagementData Engineering
NafissahPouye
PROFILE
Nafissahpouye
Worked extensively on the OCHA-DAP/data-grid-recipes repository, delivering robust data grid solutions for humanitarian data management. Over 13 months, developed and maintained YAML-driven configurations to standardize country-level datasets, metadata, and UI taxonomy, supporting features like lifecycle management, data governance, and automated status propagation. Leveraged JavaScript and YAML to enhance data modeling, metadata handling, and integration workflows, ensuring data quality and analytical readiness across regions. Addressed complex requirements such as dataset consolidation, display state accuracy, and metadata enrichment, while implementing rigorous version control and documentation practices. The work improved data discoverability, governance, and reliability for humanitarian operations and decision-making.
Overall Statistics
Feature vs Bugs
86%Features
Repository Contributions
329Total
Bugs
14
Commits
329
Features
89
Lines of code
160,628
Activity Months13
Your Network
2 peopleShared Repositories
2
Work History
July 2026
1 Commits
Jul 1, 2026July 2026: Completed a critical metadata governance fix in OCHA-DAP/data-grid-recipes by removing incorrect metadata overrides for the venezuela-who-does-what-and-where-3w dataset and reverting to the default metadata handling. This correction aligns data presentation with governance policies and reduces mislabeling risk across dashboards. The change is tracked in commit c6156b4b8a428e12c552b8ec311a0b55cff4d08c and verified against affected data views to ensure stability.
1 Commits
Jul 1, 2026July 2026: Completed a critical metadata governance fix in OCHA-DAP/data-grid-recipes by removing incorrect metadata overrides for the venezuela-who-does-what-and-where-3w dataset and reverting to the default metadata handling. This correction aligns data presentation with governance policies and reduces mislabeling risk across dashboards. The change is tracked in commit c6156b4b8a428e12c552b8ec311a0b55cff4d08c and verified against affected data views to ensure stability.
July 2026
May 2026
73 Commits • 11 Features
May 1, 2026May 2026 progress for OCHA-DAP/data-grid-recipes: Key features delivered include Data Grid Recipes Management for ken.yml, uga.yml, and mdg.yml with lifecycle support (creation, updates, deletions) across multiple commits; Poverty Rate data governance including adding the data series, metadata cleanup, and removal of Poverty Rate UI references; Category/title standardization and data grid UI consistency improvements; PR/Commit workflow improvements; and a critical bug fix for Conflict Event Status. Major bugs fixed include Conflict Event Status handling and removal/cleanup of Poverty Rate data series across UI. Overall impact: improved data governance, reduced UI noise, and faster, more reliable feature delivery with better developer experience. Technologies/skills demonstrated: YAML-driven data grid recipe definitions, data modeling and taxonomy standardization, UI data series governance, and PR workflow automation.
May 2026
73 Commits • 11 Features
May 1, 2026May 2026 progress for OCHA-DAP/data-grid-recipes: Key features delivered include Data Grid Recipes Management for ken.yml, uga.yml, and mdg.yml with lifecycle support (creation, updates, deletions) across multiple commits; Poverty Rate data governance including adding the data series, metadata cleanup, and removal of Poverty Rate UI references; Category/title standardization and data grid UI consistency improvements; PR/Commit workflow improvements; and a critical bug fix for Conflict Event Status. Major bugs fixed include Conflict Event Status handling and removal/cleanup of Poverty Rate data series across UI. Overall impact: improved data governance, reduced UI noise, and faster, more reliable feature delivery with better developer experience. Technologies/skills demonstrated: YAML-driven data grid recipe definitions, data modeling and taxonomy standardization, UI data series governance, and PR workflow automation.
April 2026
1 Commits • 1 Features
Apr 1, 2026April 2026 monthly summary for OCHA-DAP/data-grid-recipes: Implemented YAML-based Country Data Series Configuration for Humanitarian Response Data Management, establishing standardized country-level data series for affected populations, humanitarian needs, and socio-economic factors to improve data governance and response readiness.
1 Commits • 1 Features
Apr 1, 2026April 2026 monthly summary for OCHA-DAP/data-grid-recipes: Implemented YAML-based Country Data Series Configuration for Humanitarian Response Data Management, establishing standardized country-level data series for affected populations, humanitarian needs, and socio-economic factors to improve data governance and response readiness.
April 2026
March 2026
5 Commits • 2 Features
Mar 1, 2026Month: 2026-03 | Repository: OCHA-DAP/data-grid-recipes. This period focused on delivering data-grid enhancements for Lebanon datasets, improving metadata handling and search readiness, and fixing display state accuracy to reduce user confusion.
March 2026
5 Commits • 2 Features
Mar 1, 2026Month: 2026-03 | Repository: OCHA-DAP/data-grid-recipes. This period focused on delivering data-grid enhancements for Lebanon datasets, improving metadata handling and search readiness, and fixing display state accuracy to reduce user confusion.
February 2026
15 Commits • 2 Features
Feb 1, 2026February 2026 monthly summary for OCHA-DAP/data-grid-recipes: Delivered data grid readiness enhancements and metadata governance. Key accomplishments: expanded humanitarian datasets with severity tagging and updated YAML metadata; added Global HPC dataset; extensive metadata updates across HNO, Syria, populated places, CH, NGA, PP; completed Food Prices dataset display state. Major bug fixes included addressing completeness gaps and status inconsistencies across datasets. Impact: improved data completeness, governance, and usability for Syria/global humanitarian needs assessments, enabling faster, more reliable decision-making. Technologies demonstrated: YAML-based metadata management, dataset tagging, version-controlled data curation, and data state management.
15 Commits • 2 Features
Feb 1, 2026February 2026 monthly summary for OCHA-DAP/data-grid-recipes: Delivered data grid readiness enhancements and metadata governance. Key accomplishments: expanded humanitarian datasets with severity tagging and updated YAML metadata; added Global HPC dataset; extensive metadata updates across HNO, Syria, populated places, CH, NGA, PP; completed Food Prices dataset display state. Major bug fixes included addressing completeness gaps and status inconsistencies across datasets. Impact: improved data completeness, governance, and usability for Syria/global humanitarian needs assessments, enabling faster, more reliable decision-making. Technologies demonstrated: YAML-based metadata management, dataset tagging, version-controlled data curation, and data state management.
February 2026
January 2026
7 Commits • 2 Features
Jan 1, 2026January 2026 monthly summary for OCHA-DAP/data-grid-recipes focusing on delivering a global humanitarian needs view and streamlined Syria data sources. Implemented global dataset integration and corresponding metadata updates, while deprecating Niger/Nigeria-focused sources in favor of a comprehensive global HNO dataset. Added Syria-populated places data to the grid and removed deprecated Northwest Syria sources (e.g., White Helmets) to reduce duplication and improve clarity. Updated YAML/config alignment to support the global dataset and consistent disaggregation comments, enhancing cross-regional reporting and data governance.
January 2026
7 Commits • 2 Features
Jan 1, 2026January 2026 monthly summary for OCHA-DAP/data-grid-recipes focusing on delivering a global humanitarian needs view and streamlined Syria data sources. Implemented global dataset integration and corresponding metadata updates, while deprecating Niger/Nigeria-focused sources in favor of a comprehensive global HNO dataset. Added Syria-populated places data to the grid and removed deprecated Northwest Syria sources (e.g., White Helmets) to reduce duplication and improve clarity. Updated YAML/config alignment to support the global dataset and consistent disaggregation comments, enhancing cross-regional reporting and data governance.
December 2025
7 Commits • 3 Features
Dec 1, 2025Concise monthly summary for 2025-12: Delivered core data-grid improvements in OCHA-DAP/data-grid-recipes, enhancing data context, governance, and stability for humanitarian operations. Key features delivered include (1) Humanitarian Data Grid Metadata Enrichment with Yemen-specific improvements to update dataset metadata, mark current state, and add complementary datasets; (2) Humanitarian Data Grids YAML Configuration introducing structured YAML configurations across countries to detail data series and inclusion/exclusion rules; and (3) System Maintenance and Dependency Updates to refresh project configuration and dependencies for stable operations. No user-facing bugs were reported; maintenance work addressed stability and compatibility risks. Overall impact: improved data discoverability, governance, and readiness for analytics, supported by a steady delivery cadence of 7 commits across three features. Technologies/skills demonstrated: data modeling and metadata standards, YAML-based configuration, dependency management, and cross-country data governance.
7 Commits • 3 Features
Dec 1, 2025Concise monthly summary for 2025-12: Delivered core data-grid improvements in OCHA-DAP/data-grid-recipes, enhancing data context, governance, and stability for humanitarian operations. Key features delivered include (1) Humanitarian Data Grid Metadata Enrichment with Yemen-specific improvements to update dataset metadata, mark current state, and add complementary datasets; (2) Humanitarian Data Grids YAML Configuration introducing structured YAML configurations across countries to detail data series and inclusion/exclusion rules; and (3) System Maintenance and Dependency Updates to refresh project configuration and dependencies for stable operations. No user-facing bugs were reported; maintenance work addressed stability and compatibility risks. Overall impact: improved data discoverability, governance, and readiness for analytics, supported by a steady delivery cadence of 7 commits across three features. Technologies/skills demonstrated: data modeling and metadata standards, YAML-based configuration, dependency management, and cross-country data governance.
December 2025
May 2025
36 Commits • 14 Features
May 1, 2025May 2025 performance summary for OCHA-DAP/data-grid-recipes focusing on delivery and reliability improvements across the data-grid-recipes suite. Highlights include cross-module enhancements, Cameroon DTM alignment, and deployment readiness. Note: GMM removal was performed to maintain VEN exclusion compliance; multiple module integrations and data updates enhanced pipeline robustness and business value.
May 2025
36 Commits • 14 Features
May 1, 2025May 2025 performance summary for OCHA-DAP/data-grid-recipes focusing on delivery and reliability improvements across the data-grid-recipes suite. Highlights include cross-module enhancements, Cameroon DTM alignment, and deployment readiness. Note: GMM removal was performed to maintain VEN exclusion compliance; multiple module integrations and data updates enhanced pipeline robustness and business value.
April 2025
7 Commits • 1 Features
Apr 1, 2025April 2025 monthly summary for the OCHA-DAP/data-grid-recipes repository. Delivered ACLED Data Grid Completion Status Update across multiple datasets, marking conflict datasets as complete and display-ready for Chad, Central African Republic, Cameroon, Niger, and Mali. This work improves data availability and stakeholder confidence for humanitarian planning by reducing manual validation and enabling faster, reliable publishing of critical conflict data. The initiative was carried out through seven commits to update ACLED status across the data grid recipes, ensuring dataset consistency and maintainability.
7 Commits • 1 Features
Apr 1, 2025April 2025 monthly summary for the OCHA-DAP/data-grid-recipes repository. Delivered ACLED Data Grid Completion Status Update across multiple datasets, marking conflict datasets as complete and display-ready for Chad, Central African Republic, Cameroon, Niger, and Mali. This work improves data availability and stakeholder confidence for humanitarian planning by reducing manual validation and enabling faster, reliable publishing of critical conflict data. The initiative was carried out through seven commits to update ACLED status across the data grid recipes, ensuring dataset consistency and maintainability.
April 2025
March 2025
6 Commits • 1 Features
Mar 1, 2025March 2025 monthly summary for OCHA-DAP/data-grid-recipes: Implemented data grid recipe enhancements for food price datasets, improving accuracy, relevance, and user-facing price display; added new datasets and metadata overrides; refined visibility and status indicators for incomplete/outdated datasets; removed unnecessary exclusions for private datasets. Delivered incremental refinements across FP subcategory titles and food price titles to align with product taxonomy. Commit-driven changes include improvements across metadata and UX.
March 2025
6 Commits • 1 Features
Mar 1, 2025March 2025 monthly summary for OCHA-DAP/data-grid-recipes: Implemented data grid recipe enhancements for food price datasets, improving accuracy, relevance, and user-facing price display; added new datasets and metadata overrides; refined visibility and status indicators for incomplete/outdated datasets; removed unnecessary exclusions for private datasets. Delivered incremental refinements across FP subcategory titles and food price titles to align with product taxonomy. Commit-driven changes include improvements across metadata and UX.
January 2025
94 Commits • 21 Features
Jan 1, 2025Concise monthly summary for 2025-01 focused on delivering data consolidation, metadata enrichment, and infrastructure updates for OCHA-DAP/data-grid-recipes. The work improves data quality, timeliness, and analytical readiness for humanitarian decision-making, while expanding capabilities in high-frequency data handling and modeling.
94 Commits • 21 Features
Jan 1, 2025Concise monthly summary for 2025-01 focused on delivering data consolidation, metadata enrichment, and infrastructure updates for OCHA-DAP/data-grid-recipes. The work improves data quality, timeliness, and analytical readiness for humanitarian decision-making, while expanding capabilities in high-frequency data handling and modeling.
January 2025
December 2024
71 Commits • 29 Features
Dec 1, 2024December 2024 monthly summary for OCHA-DAP/data-grid-recipes: DG design deployed to production with production-ready validation; expanded data capabilities across health facilities, refugees, roads, and rainfall; added Global Market Monitor dataset and related market-tracking datasets; introduced new Africa country recipes (CAR, Chad, Cameroon) and Niger/Mali recipe data; completed Mali recipe testing; pushed numerous data and workflow updates to support humanitarian decision-making; automation improvements and governance enhancements to PR status propagation, metadata overrides, and caveats management.
December 2024
71 Commits • 29 Features
Dec 1, 2024December 2024 monthly summary for OCHA-DAP/data-grid-recipes: DG design deployed to production with production-ready validation; expanded data capabilities across health facilities, refugees, roads, and rainfall; added Global Market Monitor dataset and related market-tracking datasets; introduced new Africa country recipes (CAR, Chad, Cameroon) and Niger/Mali recipe data; completed Mali recipe testing; pushed numerous data and workflow updates to support humanitarian decision-making; automation improvements and governance enhancements to PR status propagation, metadata overrides, and caveats management.
November 2024
6 Commits • 2 Features
Nov 1, 2024Month 2024-11 monthly summary for OCHA-DAP/data-grid-recipes: Delivered targeted data quality and metadata enhancements to the data grid recipes, focusing on dataset naming normalization and status lifecycle improvements. Achievements include standardizing dataset names to hotosm_tcd_roads and hotosm_tcd_health_facilities with updated provenance comments, and improving the data grid's handling of dataset status and display state for refugee/PoC and IOM datasets. These changes enhance data currency signaling, reduce confusion for downstream users, and strengthen OpenStreetMap data provenance in grid visuals.
6 Commits • 2 Features
Nov 1, 2024Month 2024-11 monthly summary for OCHA-DAP/data-grid-recipes: Delivered targeted data quality and metadata enhancements to the data grid recipes, focusing on dataset naming normalization and status lifecycle improvements. Achievements include standardizing dataset names to hotosm_tcd_roads and hotosm_tcd_health_facilities with updated provenance comments, and improving the data grid's handling of dataset status and display state for refugee/PoC and IOM datasets. These changes enhance data currency signaling, reduce confusion for downstream users, and strengthen OpenStreetMap data provenance in grid visuals.
November 2024
Activity
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Quality Metrics
Correctness85.4%
Maintainability84.2%
Architecture82.0%
Performance82.2%
AI Usage21.0%
Skills & Technologies
Programming Languages
JavaScriptNoneYAML
Technical Skills
ConfigurationConfiguration ManagementData ConfigurationData EngineeringData ManagementData ModelingDocumentationJavaScriptMetadata ConfigurationMetadata ManagementNoneUI/UX DesignYAMLYAML configurationconfiguration management
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