
Abdol-Rahman Karrar developed and enhanced traffic light simulation and analytics features for the MARS-Group-HAW/model-soh repository over a three-month period. He implemented a TrafficLightLayer to simulate intersection signals, integrated coordinate-based datasets, and enabled reproducible testing workflows. Using C# and Python, he built a parser for per-second time-series extraction of traffic light states, introduced a reusable data model for coordinate-aware queries, and improved data integrity through JSON processing. Karrar also consolidated technical documentation in Markdown, streamlining onboarding and configuration for data acquisition and traffic-phase parametrization. His work demonstrated depth in simulation development, data handling, and technical writing.

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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