In April 2025, completed CARMA analytics enhancements for usdot-fhwa-stol/carma-analytics-fotda, delivering improvements focused on reliability, maintainability, and data-driven insights. Key improvements include unit-conversion constants, standardized saving of analysis results, percentile-based cross-track error threshold, and standard deviation visualization for speed-limit error plots; includes refactoring to streamline regression/analysis scripts and updates to thresholds. Re-enabled the full analytics workflow by removing commented-out code and import leftovers in guidance_scripts.py and related analysis scripts, restoring end-to-end analytical capability.

March 2025 performance snapshot: Delivered two high-impact features across V2X-Hub and CARMA Analytics Fotda, with notable improvements in production logging management and speed analytics capabilities. The work enhances observability, data-driven decision making, and safety/compliance insights while demonstrating cross-repo collaboration and software craftsmanship.

Monthly summary for 2024-12 focusing on carma-config feature delivery and its impact on simulation fidelity and testing coverage.