Joe Chou

Background

About Joe Chou

Expertise in Autonomous driving, signal processing, spectral analysis, computer vision, and machine learning. Work Experience - Senior Software Engineer at Gallopwave. Focus on bundle adjustment development, efficiency optimization, system initialization, data fusion, and system integration- Post-doctoral researcher at National Taiwan University. Focus on Automated monitoring for transmission towers, bridges, and railway fatigue experiments. Also worked on network pruning techniques and vision-based vibration measurements. Academic Experience - Master in Computer Science from the University of Illinois at Urbana-Champaign. Focus on machine learning (LSTM, CNN, RNN, ANN), data visualization, and cloud computing (AWS). overall GPA 4.0 / 4.0- Ph.D. in Civil Engineering from National Taiwan University. Focus on structural health monitoring using computer vision and machine learning techniques. 10 refereed publications in journals and 16 conference publications- Visiting Scholar at the University of Illinois at Urbana-Champaign. Focus on dynamic feature extraction from out-of-plane motion videos- Master in Structural Engineering from National Taiwan University. Focus on modal analysis and damage detection using vibration measurements.