
Worked on the SciBorgs/Reefscape-2025 repository to deliver fifteen new features over two months, focusing on drive dynamics, autonomous routines, and operator workflows. Developed velocity-based forward acceleration limiting and laid the foundation for skid-based acceleration control to improve safety and driving comfort. Enhanced practice and playoff match flows, implemented dashboard visualization updates, and introduced accurate camera transforms for initial frames. Emphasized real-time control systems, vision processing, and subsystem development using Java and embedded systems techniques. Prioritized feature delivery and architectural groundwork, enabling smoother runtime performance and more predictable robot behavior without addressing major bug fixes during this period.
March 2025 achievements for SciBorgs/Reefscape-2025 focused on delivering end-to-end practice and playoff workflows, improving data visualization, and boosting runtime performance. Key outcomes include: end-to-end practice match flow across days 0-2 with preparatory commits; dashboard beambreak inversion support for alternate data representations; playoffs/post-season workflow enhancements; accurate camera transforms for the initial frame; and targeted performance tuning for smoother runtime. These efforts reduce cycle time for training, enhance operator visibility, and establish a solid foundation for upcoming camera transform changes and system simplifications.
March 2025 achievements for SciBorgs/Reefscape-2025 focused on delivering end-to-end practice and playoff workflows, improving data visualization, and boosting runtime performance. Key outcomes include: end-to-end practice match flow across days 0-2 with preparatory commits; dashboard beambreak inversion support for alternate data representations; playoffs/post-season workflow enhancements; accurate camera transforms for the initial frame; and targeted performance tuning for smoother runtime. These efforts reduce cycle time for training, enhance operator visibility, and establish a solid foundation for upcoming camera transform changes and system simplifications.
February 2025 – Reefscape-2025 Drive dynamics enhancements: Implemented velocity-based forward acceleration limiting to reduce jerky motion and laid groundwork for skid-based acceleration control by introducing a maximum skid acceleration constant and a compute-desired-acceleration method (implementation in progress). No major bugs fixed this month; focus was on feature delivery and architectural groundwork to improve safety, reliability, and driving comfort, enabling smoother operator control and future skid maneuvers. Technologies demonstrated include real-time Drive subsystem control, velocity-based acceleration management, and incremental skid-dynamics architecture.
February 2025 – Reefscape-2025 Drive dynamics enhancements: Implemented velocity-based forward acceleration limiting to reduce jerky motion and laid groundwork for skid-based acceleration control by introducing a maximum skid acceleration constant and a compute-desired-acceleration method (implementation in progress). No major bugs fixed this month; focus was on feature delivery and architectural groundwork to improve safety, reliability, and driving comfort, enabling smoother operator control and future skid maneuvers. Technologies demonstrated include real-time Drive subsystem control, velocity-based acceleration management, and incremental skid-dynamics architecture.

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