
Developed and integrated real-time Limelight camera feeds into the SmartDashboard for the nerdherd/Reefscape2025 repository, enabling operators to monitor two camera streams with per-camera targeting data such as horizontal and vertical offsets and target area. Leveraged Java, Computer Vision, and NetworkTables to implement a live data pipeline, consolidating both feeds into a unified dashboard view to improve situational awareness and reduce operator workload. Addressed and resolved Limelight data integration issues, enhancing UI responsiveness and system reliability. The work demonstrated depth in embedded systems and vision systems, focusing on robust multi-camera coordination and real-time user interface integration for robotics operations.
March 2025 performance summary for nerdherd/Reefscape2025. Delivered real-time Limelight integration on SmartDashboard with two camera feeds and per-camera targeting data (horizontal/vertical offsets and target area) to enable operators to monitor targeting in real time. Implemented live feed integration and stabilized data flow, improving reliability and UI responsiveness. Fixed Limelight data integration issues to enhance stability and reduce false alerts. The work improved situational awareness, reduced operator workload, and accelerated decision-making during operations. Demonstrated competencies in real-time UI integration, camera data pipelines, and multi-camera coordination.
March 2025 performance summary for nerdherd/Reefscape2025. Delivered real-time Limelight integration on SmartDashboard with two camera feeds and per-camera targeting data (horizontal/vertical offsets and target area) to enable operators to monitor targeting in real time. Implemented live feed integration and stabilized data flow, improving reliability and UI responsiveness. Fixed Limelight data integration issues to enhance stability and reduce false alerts. The work improved situational awareness, reduced operator workload, and accelerated decision-making during operations. Demonstrated competencies in real-time UI integration, camera data pipelines, and multi-camera coordination.

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