Experience

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  Industrial technology research institute (itri)(工業技術研究院, 工研院)

  Jun 2018 - Jan 2020

  Machine learning engineer

  1. Implementation of deep learning algorithms using Tensorflow, Keras, Pytorch for the application of computer vision and natural language processing.2. Deep understanding of machine learning techniques and algorithms, such as regressions, k-NN, Naive Bayes, SVM, Decision Forests, Boosting, Deep Learning, etc.3. Experience with common data science toolkits, such as R, NumPy, MatLab, etc.4. Data analysis ability and statistical ability.5. Visualizing/presenting data using Google Sheets, Tableau and Power BI. 收回

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  National yang ming chiao tung university

  Feb 2020 - Jul 2020

  Teacher assistant

  Implementation of Web APP and Mobile APP using React.js and React Native. MERN Shopping cart using react-redux, JWT authentications and react JS. Restful API for to-do list Web APP using JWT authentication.

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  National yang ming chiao tung university

  Mar 2022 - Oct 2022

  Postdoctoral researcher

  1. Experience in TensorFlow, Pytorch, Numpy, Pandas, Matplotlib2. Proficient in traditional machine learning algorithms and skills, including feature engineering, LightGBM, Xgboost, SVM, k-NN, Stacking etc.3. Proficient in deep learning algorithm, especially on transformer family, NN family (CNN, LSTM, RNN, ResNet, AlexNeT, VGG-16, U-Net, YOLO, Faster-RCNN, etc). Have a solid algorithmic foundation, including greedy, dynamic programming, DFS, graph related algorithm.

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  Veriopen

  Feb 2023 - now

  Research development software engineer

  1. Perform root cause analysis and critical thinking for enhancing the EDA (Galaxsim Turbo) simulation tool using Python.2. Design, develop, and implement software programs and algorithms to address complex challenges in intelligent manufacturing solutions.3. Excellent verbal and written communication skills demonstrated through effective collaboration with cross-functional teams and presented results to senior management and stakeholders.