Shawson Hsiao

Research Assistant

About

Python developer with hands-on experience in 3D reconstruction, AI model training, and AI agent development through academic and project-based work. Strong interest in human–object interaction, human activity detection, and autonomous driving. Motivated to learn, collaborate, and grow in a challenging environment.

Country

United States

City

Santa Barbara

Industry

Computer Software

Skill

Context Engineering, Computer Vision, Multi-View Geometry, Multi-Camera Calibration , Structure from Motion, COLMAP, Vision-Language Model, AI Agent, Model Context Protocol (MCP), Multi-Modal Consistency, Prompt Engineering, Sensing System, Short-Baseline Sensing Systems, Multi-Frequency Backward Propagation, Machine Learning & Deep Learning, Digital Image Processing, Python, C++, Matlab

Experience

Research Assistant

Institute of Education, National Yang Ming Chiao Tung University, Taiwan

2021-10 - 2022-10 · 1 yr 1 mo

Hsinchu, Taiwan

Developed an EEG-based brain-computer interface for controlling robotic arms to support innovative rehabilitation for children with cerebral palsy Calibrated task difficulty through collaboration with 20 participants, achieving a target initial error rate of 15% Engineered multi-modal signal synchronization between brain waves and visual stimuli to ensure data integrity and fair comparison across experimental trials