John Yang Email & Phone Number

John is a data science professional with PhD. in the energy system. He has 8+ years of professional experience in the areas of deep learning (NLP, Computer Vision, and Time Series), machine learning, data analytics, SQL, python, BI reporting, and oil&gas projects. He has completed dozens of industrial projects, involving data pipeline, machine learning, data analytics, etc. He has rich team working experience in developing ETL software, machine learning packages, optimization packages, and building complex models.Three of his projects for industrial companies or Universities on GitHub with open access are presented as below:(1) Developed software to automate the ETL data pipelines:https://github.com/yangzehao/ETL_GPA_System_Data_Analysis(2) Built the pre-trained Xception convolutional neural network (packages: TensorFlow, Scikit-learn, NumPy, Matplotlib, OpenCV, etc.) to analyze oil leakage in the ocean:https://github.com/yangzehao/oil_seepage_detection_cnn(3) Analyzed revenue leakage and presented data analytics for Telus Telecommunication (packages: Pandas, NumPy, Matplotlib, etc):https://github.com/yangzehao/Revenue_Leak_Analysis_for_TelusJohn has one national software patent and three national engineering patents.John is very experienced in applying deep learning architecture in computer vision. He developed a deep learning package to improve the accuracy of the fish image classification from 90% to 99% in the Kaggle Challenge. He also developed a transfer learning package to improve the accuracy of the oil leak image segmentation problem from 86% to 98%.John has been an author contributing to over 20 high-level academic papers in top journals involving machine learning, deep learning, global optimization, solvent-assisted thermal recovery, and SAGD. See: https://scholar.google.com/citations?user=jT16uOp2R3sC&hl=enAs for extracurricular activities, John likes going hiking and playing table tennis. He is a very fast learner and would like to work collaboratively with others to learn and develop.His Motto: One person you can do so little, and together we can do so much!