• Automatic Multi-channel epilepsy prediction algorithm design based on deep learning• Cooperation with Imperial College and Huashan Hosp. research on gait data analysis by machine learning and pattern recognition, with Deep learning algorithm, Publishe an article Gait Analysis Based on Ear-worn Wireless Motion Sensor in MDBS 2017, Shenzhen

• Participate in Carina NLP AI platform development, based on kubernetes platform, implement related machine learning algorithms, complete AI platform benchmark test system development• Participate in Carina Framework Model toolkit project development, complete the automatic register factory, complete the PyTorch-based JIT compilation module and TorchScript based C++ model loading system. As well the version control system implementation and Pybind based Python-C++ interface

• As an AI router security algorithm engineer, developed a machine learning-based network packet loss anomaly detection algorithm, and designed an intelligent analysis algorithm for the cause of anomalies and corresponding back-end architecture design• Based on the Cisco Customer Service System big data, build an NLP model, intelligently extract keywords and problem cause analysis, and follow-up process judgments for customer feedback issues

• Maintain and administer computer networks and related computing environments including computer hardware, systems software, applications software, and all configurations. • Frequently cooperation with foreign colleagues and regularly report to foreign supervisor.

• Python-based data mining and web crawler algorithm design, complete algorithm to crawl the patent application information of Baiten.cn, store it in database, analyze and visualize the data. Meanwhile design an NLP algorithm to extract key content• Apply the crawler algorithm to the back-end of website, complete the interaction design of the front and back of the website, set the time period and crawl the patent application data in the set field within the time period, and zip and return to customer