
Worked on the MTES-MCT/qualicharge repository to deliver architectural and observability enhancements focused on expanding Prefect indicators and refactoring the historicization framework. Consolidated historicization logic and centralized indicator utilities to reduce code duplication and improve maintainability, while introducing a modular architecture for monitoring charging points and usage across multiple levels. Leveraged Python, SQL, and Prefect to implement new metrics, update configuration, and enhance deployment pipelines. The work improved data quality and visibility, enabling more robust data-driven decisions and preparing the platform for future scalability. All changes were thoroughly tested and documented to ensure a reliable and maintainable rollout process.
March 2025 monthly summary for MTES-MCT/qualicharge: Delivered architectural and observability enhancements through Prefect Indicators Expansion and Framework Refactor. Consolidated historicization logic, centralized indicator utilities, and introduced a broad set of new indicators to monitor charging points and usage across levels (e4, up, i1, t1, u6, u9, i4, u5, u10). Updates to changelog, configuration, tests, and deployment were completed to ensure reliable rollout and maintainability.
March 2025 monthly summary for MTES-MCT/qualicharge: Delivered architectural and observability enhancements through Prefect Indicators Expansion and Framework Refactor. Consolidated historicization logic, centralized indicator utilities, and introduced a broad set of new indicators to monitor charging points and usage across levels (e4, up, i1, t1, u6, u9, i4, u5, u10). Updates to changelog, configuration, tests, and deployment were completed to ensure reliable rollout and maintainability.

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