Multilingual text emotion analysis for Chinese and English ( Python, Tensorflow, PyTorch) Monolingual text emotion classification based on SVM and word2vec Multilingual text emotion classification based on machine-translation, DCCA ( deep canonical correlation analysis), Multilingual BERT

Focused on time series data (project cooperate with Daimler, car log (DLT) analysis, deploy systems on Windows, Linux, Docker Achieved an automatic log parsing toolkit for Large-Scale Log Data Analysis (ARIMA model, Logistic regression, decision tree, SVM, PCA, clustering) Achieved a machine learning-based log analysis toolkit for automated anomaly detection (based on existing open-source projects, Microsoft Azure Machine Learning)

Supporting the project in various aspects, mainly in technical coordination and project management, including leadership. Independently testing of application functions based on SAP Technical guidance for new testers Demand analysis and report production using Power BI Test data preparation and technical support for Testing Department

Face key point annotation and detection, python, TensorFlow, C++

Java, algorithm design, demand analysis, Hadoop, LoadRunner Beijing Intelligent Transportation System