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
