CV

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Education

• Bachelor of Science in Civil Engineering, National Taiwan University, 2017 - 2021
• Master of Science in Civil Engineering, Computer-Aided Engineering Division, National Taiwan University, 2021 - Present

Work experience

• R&D Intern, Sinotech Engineering Consultants (Jul 2020 - Aug 2022)
  • Developed a detection system that detects the building regulations the 3d BIM models are violating with Revit API.

Skills

• Programming Language: Python, C++
• Machine Learning
  • Traditional ML models: PLA, linear regression, logistic regression, SVM, Random Forest, AdaBoost, XGBoost
  • Deep Learning: CNNs, RNNs, GNNs, GANs, object detection, semantic segmentation
• Structural Engineering
  • Structural analysis: static and dynamic analysis
  • Structural design: performance-based design, Taiwan’s steel structures design regulations