Joe Chou Email & Phone Number

Summary of Qualifications:- Proficient in collaboration, organization, and self-directed learning.- Highly skilled in localization, signal processing, spectral analysis, computer vision, and machine learning.Work Experience:Technical Manager at Gallopwave- Led the development of lane-level localization.- Managed the localization and demo teams.- Demonstrated cross-cultural competence through collaboration with multinational teams in the Netherlands.- Successfully executed cross-national demonstration events in the Netherlands.Senior Software Engineer at Gallopwave- Led bundle adjustment development, system optimization, data fusion, and system integration for autonomous valet parking localization.- Supervised a localization team of two colleagues.Post-doctoral Researcher at National Taiwan University- Conducted automated monitoring for transmission towers, bridges, and railway fatigue experiments, along with research on network pruning techniques and vision-based vibration measurements.Academic Experience:Ph.D. in Civil Engineering, National Taiwan University- Specialized in structural health monitoring using computer vision and machine learning techniques, with 11 refereed journal articles and 16 conference papers.Visiting Scholar, University of Illinois at Urbana-Champaign- Focused on dynamic feature extraction from out-of-plane motion videos during a research visit.Master's in Computer Science, University of Illinois at Urbana-Champaign- Emphasized machine learning (LSTM, CNN, RNN, ANN), data visualization, and cloud computing (AWS) with a GPA of 4.0/4.0.Master's in Structural Engineering, National Taiwan University- Specialized in modal analysis and damage detection using vibration measurements.Side Projects:- Developed APIs for automated stock price analysis and trading, incorporating rule-based judgments and deep Q-learning models.- Implemented auto-login programs using Selenium and Optical Character Recognition (OCR) tools.- Generated synthetic blade abrasion images using GAN models with super-resolution enhancements.- Developed a damage estimation model utilizing STFT-based multi-target deep learning with loss-conditional training.

Listed skills include Software Project Management, Product Management, Software Development, Testing, and 15 others.