
Worked on the Triton-Robotics/TR-mbed repository, delivering robust embedded firmware and control systems for autonomous robots over seven months. Developed and refined features such as PID control optimization, keyboard and mouse-based robot control, and a major Hero Shooter subsystem enhancement, focusing on stability, precision, and maintainability. Implemented CI/CD workflows and build automation using CMake and Makefile scripting to accelerate development and ensure cross-platform reliability. Leveraged C and C++ for firmware and robotics programming, integrating odometry, motor control, and sensor data handling. Addressed both performance and usability, enabling safer, more responsive robot operation and reducing integration risk across multiple hardware configurations.
May 2026 monthly summary for Triton-Robotics/TR-mbed focused on delivering a major enhancement to the Hero Shooter Subsystem with performance, control, and integration improvements. The work emphasized stability and repeatability in a high-velocity subsystem, aligning with business goals of reliable autonomous operation.
May 2026 monthly summary for Triton-Robotics/TR-mbed focused on delivering a major enhancement to the Hero Shooter Subsystem with performance, control, and integration improvements. The work emphasized stability and repeatability in a high-velocity subsystem, aligning with business goals of reliable autonomous operation.
February 2026 — Triton-Robotics TR-mbed: Delivered core performance and usability enhancements with a focus on faster feedback loops, robust control, and maintainable code. Key features include CI/build system optimization (CMake 3.29, parallel builds) to shorten cycle times; Infantry Robot Remote and Mouse Turret Control Enhancements (mouse control for turret yaw/pitch, remote joystick/keyboard driving, unified control flow); and Referee Communication Structure Refactor (removing __packed attribute for better data alignment and potential performance). Major bugs fixed include correcting the CI build cmake configuration and stabilizing referee data structures. Overall impact: accelerated development, more responsive robot control, and improved data handling, enabling smoother feature rollouts and reduced risk in operations. Technologies/skills demonstrated: CMake, CI/CD optimization, embedded systems and robotics control, real-time input handling, C/C++ data structure alignment, and targeted refactoring for maintainability.
February 2026 — Triton-Robotics TR-mbed: Delivered core performance and usability enhancements with a focus on faster feedback loops, robust control, and maintainable code. Key features include CI/build system optimization (CMake 3.29, parallel builds) to shorten cycle times; Infantry Robot Remote and Mouse Turret Control Enhancements (mouse control for turret yaw/pitch, remote joystick/keyboard driving, unified control flow); and Referee Communication Structure Refactor (removing __packed attribute for better data alignment and potential performance). Major bugs fixed include correcting the CI build cmake configuration and stabilizing referee data structures. Overall impact: accelerated development, more responsive robot control, and improved data handling, enabling smoother feature rollouts and reduced risk in operations. Technologies/skills demonstrated: CMake, CI/CD optimization, embedded systems and robotics control, real-time input handling, C/C++ data structure alignment, and targeted refactoring for maintainability.
January 2026: Delivered Embedded Firmware CI and Build Process Enhancements for Triton-Robotics/TR-mbed. Implemented a CI workflow to build firmware across multiple robot configurations and extended the Mac Makefile with JLink commands to program diverse devices, improving reliability and speeding embedded development across hardware variants. No major bugs fixed this month. This work accelerates time-to-market for firmware updates, reduces integration risk, and demonstrates proficiency in embedded DevOps, cross-configuration testing, and Mac-based tooling.
January 2026: Delivered Embedded Firmware CI and Build Process Enhancements for Triton-Robotics/TR-mbed. Implemented a CI workflow to build firmware across multiple robot configurations and extended the Mac Makefile with JLink commands to program diverse devices, improving reliability and speeding embedded development across hardware variants. No major bugs fixed this month. This work accelerates time-to-market for firmware updates, reduces integration risk, and demonstrates proficiency in embedded DevOps, cross-configuration testing, and Mac-based tooling.
Month: 2025-10 — Delivered a reliability-focused update for the Triton-Robotics TR-mbed project. Implemented a universal Robot JLink reset command across Hero, Infantry, Sentry, and TestBench configurations to ensure the target MCU resets after firmware load, improving startup reliability and robot operation in both production and testing environments. This reduces startup failures and downtime, enabling faster ramp to full operation.
Month: 2025-10 — Delivered a reliability-focused update for the Triton-Robotics TR-mbed project. Implemented a universal Robot JLink reset command across Hero, Infantry, Sentry, and TestBench configurations to ensure the target MCU resets after firmware load, improving startup reliability and robot operation in both production and testing environments. This reduces startup failures and downtime, enabling faster ramp to full operation.
June 2025 monthly summary for Triton-Robotics/TR-mbed: Delivered substantial software enhancements across control, navigation, and sensing, along with improved testing capabilities. Focused on business value: higher precision motion, faster/safer match starts, and robust autonomous behavior for competition contexts. Key commits enabled: PID derivative cap and Sentry PID/FeedForward updates; instant match-start movement; odometry refinements and chassis speed calculation; new chassis subsystem test bench.
June 2025 monthly summary for Triton-Robotics/TR-mbed: Delivered substantial software enhancements across control, navigation, and sensing, along with improved testing capabilities. Focused on business value: higher precision motion, faster/safer match starts, and robust autonomous behavior for competition contexts. Key commits enabled: PID derivative cap and Sentry PID/FeedForward updates; instant match-start movement; odometry refinements and chassis speed calculation; new chassis subsystem test bench.
2025-05 monthly summary for Triton-Robotics/TR-mbed: Implemented keyboard-based robot movement controls to enable intuitive remote operation (forward, backward, left, right strafing). Refined input behavior with right-click sensitivity reduction and slower movement when Shift is pressed, plus upper-bound adjustments to movement parameters for safer, more predictable control. No major defects reported this month; changes are isolated to input and movement logic, aligning with reliability and operator efficiency goals.
2025-05 monthly summary for Triton-Robotics/TR-mbed: Implemented keyboard-based robot movement controls to enable intuitive remote operation (forward, backward, left, right strafing). Refined input behavior with right-click sensitivity reduction and slower movement when Shift is pressed, plus upper-bound adjustments to movement parameters for safer, more predictable control. No major defects reported this month; changes are isolated to input and movement logic, aligning with reliability and operator efficiency goals.
April 2025 monthly summary for Triton-Robotics/TR-mbed focusing on key features delivered, major bugs fixed, overall impact, and technical skills demonstrated. The work aligns with robotics firmware improvements and maintainability across infantry and hero platforms.
April 2025 monthly summary for Triton-Robotics/TR-mbed focusing on key features delivered, major bugs fixed, overall impact, and technical skills demonstrated. The work aligns with robotics firmware improvements and maintainability across infantry and hero platforms.

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