James Yang

- Developed computer vision algorithms to integrate into robotic and industrial platforms for automating tasks in food processing - Done automatic parking system using 4k cameras and computer vision technique - Conducted cutting-edge research and development in computer vision, computer graphics, machine learning and other related fields - Built back-end systems in our computer vision and artificial intelligence pipeline that automate measurement and understanding of plants, pests, and products in the field

- Adopted bidirectional LSTM models to classify text data from consumer surveys with high accuracy (>95%), which built a survey database to help internal researchers filter historical survey questions. - Applied the machine learning and deep learning techniques like SVM, Logistic Regression, Random Forest regression, LSTM, CNN for classifying customer text responses into business categories

- React, Redux, TypeScript, BootstrapHandled the heavy development of embedded JavaScript widgets on third-party publisher sites. - Mainly managed mobile-responsive SPA using ReactWorked with nested iframes, and sizing/scaling issues formobile, and error-handling. - Built and hosted React front-end website and Backend API creation and management. - Wrote advanced jQuery DataTables plugins and UX handling and DB management with MongoDB.