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hahakevin45/README.md

Su Yen Wen 蘇言文

Robotics systems integration — from the ROS2 middleware layer down to real-time control on an MCU.

Vision-Guided Robot Differential-drive robot built on Raspberry Pi + STM32. Full Nav2 stack running on real hardware, with a safety layer that sits independently of the navigation stack and has the final say on the MCU — stops within 15 cm of a wall under adversarial goals, and completes a 7-second fully vision-blind traverse without contact. → repo

Master's thesis Trajectory tracking for a Mecanum-wheel robot using RL-assisted super-twisting integral sliding mode control. 79% RMSE reduction on the physical robot, tested under payload and obstacle conditions.

EAN-13 barcode recognition Rule-based CV pipeline written from scratch, no barcode libraries. 67.9% exact-match on a 215-image labeled set. → repo


ROS1/ROS2 Nav2 C++ Python STM32 Linux Gazebo OpenCV Git

M.S. Electrical Engineering (Control), National Sun Yat-sen University

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  1. vision-guided-robot-safety vision-guided-robot-safety Public

    Safety simulation, ROS 2 integration, and STM32 firmware for a vision-guided differential-drive robot

    Python