
Over a three-month period, contributed to the MARS-Group-HAW/model-soh repository by developing a traffic light system for intersection simulation, implementing a dedicated TrafficLightLayer and integrating coordinate-based datasets to enable realistic signal logic. Enhanced data analytics capabilities by building a parser for per-second traffic light time-series extraction and introducing a reusable data model for coordinate-aware phase retrieval, leveraging C# and JSON processing. Improved data integrity through targeted corrections and validated end-to-end data flows. Additionally, consolidated technical documentation in Markdown, streamlining onboarding and maintainability by clarifying data acquisition workflows and providing a roadmap for future enhancements in the project’s README.
January 2025 (2025-01) monthly summary for MARS-Group-HAW/model-soh: Key feature delivered: SOHC-ITSBox Documentation Enhancements, consolidating the data acquisition workflow, traffic light phase parametrization guide, and a roadmap for future enhancements in the README. Major bugs fixed: none recorded this month. Overall impact: improves maintainability and onboarding, reduces misconfigurations in data acquisition and parameter settings, and provides a clear roadmap to guide upcoming work. Technologies/skills demonstrated: documentation design and Markdown/readme consolidation, Git version control, and domain knowledge of data acquisition and traffic-phase parametrization.
January 2025 (2025-01) monthly summary for MARS-Group-HAW/model-soh: Key feature delivered: SOHC-ITSBox Documentation Enhancements, consolidating the data acquisition workflow, traffic light phase parametrization guide, and a roadmap for future enhancements in the README. Major bugs fixed: none recorded this month. Overall impact: improves maintainability and onboarding, reduces misconfigurations in data acquisition and parameter settings, and provides a clear roadmap to guide upcoming work. Technologies/skills demonstrated: documentation design and Markdown/readme consolidation, Git version control, and domain knowledge of data acquisition and traffic-phase parametrization.
December 2024 monthly summary for MARS-Group-HAW/model-soh: Implemented end-to-end capabilities for traffic light data analytics, including per-second time-series extraction and coordinate-aware data access, along with data integrity improvements. Delivered CLI integration and a reusable data model to enable precise, scalable analytics with minimal pipeline friction.
December 2024 monthly summary for MARS-Group-HAW/model-soh: Implemented end-to-end capabilities for traffic light data analytics, including per-second time-series extraction and coordinate-aware data access, along with data integrity improvements. Delivered CLI integration and a reusable data model to enable precise, scalable analytics with minimal pipeline friction.
November 2024: Delivered the Traffic Light System for Intersection Simulation in MARS-Group-HAW/model-soh. Implemented TrafficLightLayer, added coordinates data for prototype and full datasets, and temporarily deactivated EmergencyCarDriver to enable traffic-signal logic. Packaged complete traffic-light coordinates in a ZIP for reproducible testing; validated end-to-end operation in Kepler.
November 2024: Delivered the Traffic Light System for Intersection Simulation in MARS-Group-HAW/model-soh. Implemented TrafficLightLayer, added coordinates data for prototype and full datasets, and temporarily deactivated EmergencyCarDriver to enable traffic-signal logic. Packaged complete traffic-light coordinates in a ZIP for reproducible testing; validated end-to-end operation in Kepler.

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