Ting-Yun (Joanne) Tseng

Greater Seattle Area United States

Machine Learning Engineer

Technology / Software / Internet

I am a Machine Learning Engineer who is enthusiastic in algorithms, and at the same time puts emphasis on practical integration of machine learning methodologies into systems / products. At work, I always try to demonstrate my main philosophy: great and successful machine learning adoptions must embody data lifecycle as a whole, and not solely the algorithm. This includes question-initiated decisioning of how and what data is collected, to designing of the automated pipeline for data preprocessing, cleaning, and modeling. Areas of interest: - Automated data pipeline designs for ML-integrated solutions - Machine learning algorithms, including SVM, Random Forest & Deep Learning