I'm experienced in software development, multilingual communication, have strong passion to learn new knowledge and cooperate with people in cross domain. I majored in Mechanical Engineering in college, but also took almost all of the compulsory courses of Computer Science and Information Engineering and part of the courses of Electrical Engineering.
I was responsible for Chatbot design, the job description included data preprocessing and Watson NLP model training. By increasing the training data using the method publish in well-known paper and ensemble the RNN model, I've improved the accuracy of the semantic classification task by 2%. During internship, not only did I learn the state of the art machine learning technique, but also cultivate the ability to cooperate and communicate with people in cross domain.
I've worked as a software engineer in Machine Learning R&D team. My job description includes using the machine learning technique to improve the current Auto placement and routing (APR) flow, which is in the back-end of IC design flow. This work requires to trace and debug C++ codes as well as training model to predict the behavior of the IC.