Triton-Robotics/TR-mbed
Apr 2025 – Feb 2026
6 Months active
Languages Used
C++JLink ScriptMakefileYAMLC
Technical Skills
C++Control SystemsEmbedded SystemsMotor ControlRoboticsAutonomous Navigation
Edward
PROFILE
Edward
Chenghao Li developed and enhanced robotics firmware for the Triton-Robotics/TR-mbed repository, focusing on embedded systems, control logic, and build automation over a six-month period. He implemented features such as autonomous navigation, PID control optimization, and keyboard-based robot movement, using C and C++ to improve motion precision and operator usability. Li also introduced CI/CD workflows and refined Makefile and CMake-based build processes, accelerating firmware delivery across multiple robot configurations. His work addressed both reliability and maintainability, including debugging startup routines and refactoring data structures, resulting in robust, testable code that supports rapid iteration and stable operation in competitive robotics environments.
Overall Statistics
Feature vs Bugs
91%Features
Repository Contributions
15Total
Bugs
1
Commits
15
Features
10
Lines of code
4,312
Activity Months6
Your Network
109 peopleSame Organization
@ucsd.edu97
Shared Repositories
12
Work History
February 2026
5 Commits • 3 Features
Feb 1, 2026February 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.
5 Commits • 3 Features
Feb 1, 2026February 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
January 2026
2 Commits • 1 Features
Jan 1, 2026January 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
2 Commits • 1 Features
Jan 1, 2026January 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.
October 2025
1 Commits • 1 Features
Oct 1, 2025Month: 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.
1 Commits • 1 Features
Oct 1, 2025Month: 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.
October 2025
June 2025
4 Commits • 3 Features
Jun 1, 2025June 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
4 Commits • 3 Features
Jun 1, 2025June 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.
May 2025
1 Commits • 1 Features
May 1, 20252025-05 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.
1 Commits • 1 Features
May 1, 20252025-05 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.
May 2025
April 2025
2 Commits • 1 Features
Apr 1, 2025April 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
2 Commits • 1 Features
Apr 1, 2025April 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.
Activity
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Quality Metrics
Correctness88.0%
Maintainability85.4%
Architecture84.0%
Performance82.6%
AI Usage20.0%
Skills & Technologies
Programming Languages
CC++JLink ScriptMakefileYAML
Technical Skills
Autonomous NavigationC programmingC++C++ programmingCI/CDCMakeContinuous IntegrationControl SystemsDebuggingDevOpsEmbedded SystemsFirmware DevelopmentMakefile scriptingMotor ControlOdometry
Repositories Contributed To
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