
Marc developed and maintained the incubateur-ademe/territoires-en-transitions platform, delivering robust features for data analysis, export, and governance. He engineered end-to-end indicator management, custom scoring, and export pipelines, integrating technologies like TypeScript, React, and Drizzle ORM. Marc’s work included building tRPC APIs, modernizing CI/CD with GitHub Actions, and implementing rich text editing and Airtable integrations. He focused on data integrity, testability, and developer experience, refactoring code for maintainability and optimizing workflows for reliability. His technical depth is evident in his handling of database schema evolution, API design, and UI/UX improvements, resulting in a scalable, business-aligned data platform.

Month: 2025-10. Focused on delivering high-value business features, ensuring data quality across exports and snapshots, and strengthening development workflows for incubateur-ademe/territoires-en-transitions. Major outcomes include improved data integrity for exports/snapshots, matured Airtable integration, richer session data, and enhanced developer experience through Storybook and local/dev tooling improvements. These contributions reduce data discrepancies, enable more reliable reporting, accelerate local development, and lower CI resource usage. Technologies and skills demonstrated include TypeScript, Storybook, Vitest, Airtable API, DTO design, robust test coverage, and CI/dev-ops optimization.
Month: 2025-10. Focused on delivering high-value business features, ensuring data quality across exports and snapshots, and strengthening development workflows for incubateur-ademe/territoires-en-transitions. Major outcomes include improved data integrity for exports/snapshots, matured Airtable integration, richer session data, and enhanced developer experience through Storybook and local/dev tooling improvements. These contributions reduce data discrepancies, enable more reliable reporting, accelerate local development, and lower CI resource usage. Technologies and skills demonstrated include TypeScript, Storybook, Vitest, Airtable API, DTO design, robust test coverage, and CI/dev-ops optimization.
September 2025 focused on delivering business-value improvements in incubateur-ademe/territoires-en-transitions through CI/CD hardening, auth reliability, editor capabilities, and data export/import robustness. Delivered a scalable CI and E2E testing infrastructure enabling prod-like test builds, artifact uploads, and background services; hardened the authentication workflow with a standalone build option and expanded test thresholds; integrated and stabilized a rich text editor across key forms with focus preservation and reliable data bindings; improved export/import pipelines with HTML-to-text utilities and reliable multi-note exports; and enhanced UI/UX consistency and readability to reduce user confusion and accelerate decision-making.
September 2025 focused on delivering business-value improvements in incubateur-ademe/territoires-en-transitions through CI/CD hardening, auth reliability, editor capabilities, and data export/import robustness. Delivered a scalable CI and E2E testing infrastructure enabling prod-like test builds, artifact uploads, and background services; hardened the authentication workflow with a standalone build option and expanded test thresholds; integrated and stabilized a rich text editor across key forms with focus preservation and reliable data bindings; improved export/import pipelines with HTML-to-text utilities and reliable multi-note exports; and enhanced UI/UX consistency and readability to reduce user confusion and accelerate decision-making.
August 2025 monthly summary focusing on delivering personalized indicators, stabilizing routing, improving developer experience, and modernizing CI/CD for Territories in Transitions. Key outcomes include expanded data capabilities, fewer navigation and build issues, and a cleaner codebase that supports faster delivery and easier maintenance.
August 2025 monthly summary focusing on delivering personalized indicators, stabilizing routing, improving developer experience, and modernizing CI/CD for Territories in Transitions. Key outcomes include expanded data capabilities, fewer navigation and build issues, and a cleaner codebase that supports faster delivery and easier maintenance.
July 2025 — incubateur-ademe/territoires-en-transitions: Key features delivered include a feature-flagged score linked to an indicator with enhanced exports and snapshot tracking; enhancements to Calendly integration and Airtable typing; labellisation reliability improvements; and targeted UI/UX polish with accessibility fixes. Release hygiene and stability improvements were addressed, including tagging plan version v4.59.0, improved error handling for undefined/null params, suppression of EMT warnings when none exist, and essential compatibility fixes (Next.js default export, deprecated config keys removal, lockfile update, MDX removal). Overall, these changes increase reporting accuracy, labeling consistency, user experience, and deployment reliability across the repository.
July 2025 — incubateur-ademe/territoires-en-transitions: Key features delivered include a feature-flagged score linked to an indicator with enhanced exports and snapshot tracking; enhancements to Calendly integration and Airtable typing; labellisation reliability improvements; and targeted UI/UX polish with accessibility fixes. Release hygiene and stability improvements were addressed, including tagging plan version v4.59.0, improved error handling for undefined/null params, suppression of EMT warnings when none exist, and essential compatibility fixes (Next.js default export, deprecated config keys removal, lockfile update, MDX removal). Overall, these changes increase reporting accuracy, labeling consistency, user experience, and deployment reliability across the repository.
June 2025 monthly summary for incubateur-ademe/territoires-en-transitions. Focus this month was on delivering a robust indicative scoring capability, strengthening data integrity, and improving testability and developer productivity. The work aligns with business goals of better decision support, measurable indicators, and more reliable data pipelines.
June 2025 monthly summary for incubateur-ademe/territoires-en-transitions. Focus this month was on delivering a robust indicative scoring capability, strengthening data integrity, and improving testability and developer productivity. The work aligns with business goals of better decision support, measurable indicators, and more reliable data pipelines.
May 2025 performance highlights for incubateur-ademe/territoires-en-transitions: Delivered a comprehensive overhaul of the indicators experience, including a new Indicators page with tabs, a dedicated Indicator List page added to the menu, and a route that returns the number of indicators the user pilots. Refactored the Indicator List UI/UX to DS standards, introducing a composite component that aggregates parameters, the list, and the filtering panel, along with improved tooltips, empty-state messaging, and a dedicated options/search bar. Implemented a new hooks-based data layer to manage list parameters and to read data for the current community, enabling personalized and accurate views. Aligned and integrated the indicator list usage with the tracking plan across the TDB module and the sub-indicators tab to improve analytics and governance. Enabled server-side default indicator list selection to simplify initial UX, and introduced a TRPC client usable in RSCs and server actions for safer, faster data access. Additional quality and reliability work included codebase cleanup (removing obsolete files and dependencies), lockfile repair, improved spreadsheet import handling, and UI markdown improvements, all contributing to better maintainability and developer velocity.
May 2025 performance highlights for incubateur-ademe/territoires-en-transitions: Delivered a comprehensive overhaul of the indicators experience, including a new Indicators page with tabs, a dedicated Indicator List page added to the menu, and a route that returns the number of indicators the user pilots. Refactored the Indicator List UI/UX to DS standards, introducing a composite component that aggregates parameters, the list, and the filtering panel, along with improved tooltips, empty-state messaging, and a dedicated options/search bar. Implemented a new hooks-based data layer to manage list parameters and to read data for the current community, enabling personalized and accurate views. Aligned and integrated the indicator list usage with the tracking plan across the TDB module and the sub-indicators tab to improve analytics and governance. Enabled server-side default indicator list selection to simplify initial UX, and introduced a TRPC client usable in RSCs and server actions for safer, faster data access. Additional quality and reliability work included codebase cleanup (removing obsolete files and dependencies), lockfile repair, improved spreadsheet import handling, and UI markdown improvements, all contributing to better maintainability and developer velocity.
April 2025 Highlights: Focused on data portability, reliability, and ecosystem integration. Key wins include end-to-end plan export (DOCX/XLSX) with API routes and frontend integration, and PA/FA export metadata enhancements (units for indicators and section declarations) to improve reporting accuracy and compliance. Major stability and performance work covered export pipeline fixes (steps export and chunked exports to Connect) with concurrency throttling to manage load. Expanded data ecosystem with Sirene API integration (SIREN codes table and a dedicated service) and NIC storage for the seat of collectivité, plus Connect API module for member export and storage. Scheduling module and Airtable upsert support were added to streamline workflows and data syncing, while bulk loading users and prospects by email further boost onboarding efficiency. Developer experience and governance were improved via typing enhancements, tooling updates, and a release-tag (v4.50.0) to solidify governance. Overall, these deliveries lift data portability, reporting accuracy, and operational efficiency while reducing manual rework and risk.
April 2025 Highlights: Focused on data portability, reliability, and ecosystem integration. Key wins include end-to-end plan export (DOCX/XLSX) with API routes and frontend integration, and PA/FA export metadata enhancements (units for indicators and section declarations) to improve reporting accuracy and compliance. Major stability and performance work covered export pipeline fixes (steps export and chunked exports to Connect) with concurrency throttling to manage load. Expanded data ecosystem with Sirene API integration (SIREN codes table and a dedicated service) and NIC storage for the seat of collectivité, plus Connect API module for member export and storage. Scheduling module and Airtable upsert support were added to streamline workflows and data syncing, while bulk loading users and prospects by email further boost onboarding efficiency. Developer experience and governance were improved via typing enhancements, tooling updates, and a release-tag (v4.50.0) to solidify governance. Overall, these deliveries lift data portability, reporting accuracy, and operational efficiency while reducing manual rework and risk.
March 2025 development cycle for incubateur-ademe/territoires-en-transitions delivered a focused set of feature enhancements, data accuracy improvements, and reliability fixes that directly support better decision-making and user experience for territorial data analysis. Key outcomes include expanded filtering and data access for governance indicators, improved average calculations across same-type collectivités, and UI/UX refinements for data visualization that accelerate insight generation.
March 2025 development cycle for incubateur-ademe/territoires-en-transitions delivered a focused set of feature enhancements, data accuracy improvements, and reliability fixes that directly support better decision-making and user experience for territorial data analysis. Key outcomes include expanded filtering and data access for governance indicators, improved average calculations across same-type collectivités, and UI/UX refinements for data visualization that accelerate insight generation.
February 2025 — Delivered performance, data, and UX improvements for incubateur-ademe/territoires-en-transitions. Focus areas included batching groundwork for tRPC with safe toggles, data sources and color management, improved indicator loading and filtering UX, and routing modernization via Next.js migrations. These efforts improved data reliability, visualization consistency, and speed of data-driven decisions while reducing build and test frictions.
February 2025 — Delivered performance, data, and UX improvements for incubateur-ademe/territoires-en-transitions. Focus areas included batching groundwork for tRPC with safe toggles, data sources and color management, improved indicator loading and filtering UX, and routing modernization via Next.js migrations. These efforts improved data reliability, visualization consistency, and speed of data-driven decisions while reducing build and test frictions.
January 2025 performance summary for incubateur-ademe/territoires-en-transitions: Delivered end-to-end indicator values management and data-graph improvements that enhance decision support and operational efficiency. Key features include tRPC-based indicator values endpoints (read/update with CRUD), UI components for display and editing, and per-year table headers with data source labeling. Strengthened data quality through Indicator Definitions API and data source/label transformations, enabling richer graphs and more accurate reporting. Improved data loading and graph rendering by consolidating indicator data and removing old request invalidation, resulting in faster, more reliable dashboards. Platform and code quality enhancements include upgrading the build to Vite 6, broader typing improvements, and codebase cleanup. Overall impact: faster data access, better UX for analysts, reduced maintenance burden, and greater scalability for new indicator categories.
January 2025 performance summary for incubateur-ademe/territoires-en-transitions: Delivered end-to-end indicator values management and data-graph improvements that enhance decision support and operational efficiency. Key features include tRPC-based indicator values endpoints (read/update with CRUD), UI components for display and editing, and per-year table headers with data source labeling. Strengthened data quality through Indicator Definitions API and data source/label transformations, enabling richer graphs and more accurate reporting. Improved data loading and graph rendering by consolidating indicator data and removing old request invalidation, resulting in faster, more reliable dashboards. Platform and code quality enhancements include upgrading the build to Vite 6, broader typing improvements, and codebase cleanup. Overall impact: faster data access, better UX for analysts, reduced maintenance burden, and greater scalability for new indicator categories.
December 2024 monthly summary for incubateur-ademe/territoires-en-transitions focused on delivering business value through data integrity, analytics capabilities, and improved developer experience. The team shipped cross-cutting improvements across data modeling, graph analytics, and UI/UX while strengthening release discipline and documentation.
December 2024 monthly summary for incubateur-ademe/territoires-en-transitions focused on delivering business value through data integrity, analytics capabilities, and improved developer experience. The team shipped cross-cutting improvements across data modeling, graph analytics, and UI/UX while strengthening release discipline and documentation.
November 2024 – Territorial dashboards & data-tracking: delivered core data-tracking enhancements, improved performance, and expanded reporting capabilities for incubateur-ademe/territoires-en-transitions. Focused on measurable business value through reliable data tracking, faster UI workflows, and scalable export/reporting infrastructure. Notable outcomes include enhanced backend data tracking, improved data visualization accuracy, major export improvements, and robust governance features for follow-up notes and collectivité management.
November 2024 – Territorial dashboards & data-tracking: delivered core data-tracking enhancements, improved performance, and expanded reporting capabilities for incubateur-ademe/territoires-en-transitions. Focused on measurable business value through reliable data tracking, faster UI workflows, and scalable export/reporting infrastructure. Notable outcomes include enhanced backend data tracking, improved data visualization accuracy, major export improvements, and robust governance features for follow-up notes and collectivité management.
Monthly summary for 2024-10 (territoires-en-transitions repository). Focused on delivering user-facing features, stabilizing automated tests, and strengthening data integrity and onboarding flows. The month included a mix of UI/UX enhancements, reliability fixes, and release readiness activities that collectively improve business value and developer efficiency.
Monthly summary for 2024-10 (territoires-en-transitions repository). Focused on delivering user-facing features, stabilizing automated tests, and strengthening data integrity and onboarding flows. The month included a mix of UI/UX enhancements, reliability fixes, and release readiness activities that collectively improve business value and developer efficiency.
Overview of all repositories you've contributed to across your timeline