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of being an algorithm engineer truly brings me passion in my work. Senior Software/Algorithm Engineer Taipei, Taiwan [email protected] Skills Programming Lang. C/C++ Python Shell Script CMake Tool Git Docker Doxygen Swig (API for python from C++) OpenCV OpenCL Linux Skill multi-threads distributed computing serialization/deserialization CICD data version control (DVC) MLOps Image Processing PCA Interactive Segmentation Connected Component Image Stitching Direct Linear Transformation Kalman Filter (Tracking) SIFT Hough HoG Image Deblurring Depth Estimation ISP Machine Learning Framework Transformation Data Augmentation Transfer Learning Model Pruning

f E xperiments ) Consult 10+ process recipe tuning projects in advanced technology (N3, N2, N1.4) Build up a machine-learning adoption framework to assist used OFAT to MFAT tuning. Data Scientist, 8 years 3 months Taiwan Semiconductor Manufacturing Company @ Ma chine Learning Solution Development Using OpenCV(C#), ImageJ (Java) and MATLAB for defect image identification by SVM and K-means, the solution provides a 100% defect identification rate and improves the cycle time from weekly to daily. Leverage scikit-learn (Python) to establish a random-forest-based real-time equipment tuning. This