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Triton Robotics

Robotics, Embedded Systems, Computer Vision

Triton Robotics

Overview

I am a member of Triton Robotics, a competitive student robotics team at UC San Diego that builds autonomous systems for the annual RoboMaster North America (RMNA) competition.

As part of the autonomy team, I focus on the development of targeting and decision-making algorithms for our fleet of three competition robots. My work spans computer vision, embedded communication, and systems optimization.

Key contributions:

  • Developed computer vision algorithms using ROS2 and C++ for real-time target tracking and localization
  • Implemented high performance, high frequency UART communication between NVIDIA Jetson processor (handling vision) and STM32 microcontrollers (handling controls)
  • Optimized throughput and memory usage across the vision pipeline to reduce latency and increase frame processing rate
  • Contributed to the full stack of autonomy code for robots competing in RMNA

Technologies

  • ROS2
  • C++
  • UART
  • OpenCV
  • Ubuntu Linux

Year

2025

Relevant Link

Visit Site

Source Code

View on GitHub