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
National Taiwan University・
Industrial Engineering