• 负责AI 加速卡配套软件栈功能与特性定义。• 负责AI 加速卡配套软件栈应用层软件设计与开发。• 负责AI 加速卡对大模型、动态shape 等特定场景优化解决方案的设计与实现。• 负责AI 加速卡软硬件产品在客户应用场景的适配与部署使用。• 负责下一代AI 加速卡产品的软件栈需求调研。

• 负责基于整数线性规划的图调度优化算法设计与原型实现。• 负责编译器中算子自动切分算法的设计与原型实现。• 负责自研芯片配套编译器对Bert base 的适配。

• 负责智能端到端自动机器学习系统的架构设计，并带领团队成员开发实现。• 负责基于图关系的深度学习算法在风控场景的应用与落地。

• 设计开发针对大规模稀疏特征的深度学习自动调参算法。• 调研、设计通用自动自动机器学习调参算法。• 参与机器学习平台中深度学习和自动机器学习产品的设计与开发。

Contributed in the research of electro-osmosis.Contributed in the research of electrophoresis.Developed a semi analytical method for solving an ODE with boundary layer on a semi infinite domain. Reduced the computational cost by at least 99% compared to classic methods.Used Matlab to Numerically simulate the phenomenon of electrophoresis, compared numerical results with the analysis results.

Gained hands-on experience of SQL and Hive by debugging and revising more than 20 SQL scripts of 5 existed surveillances.Created a document revealing the logics of a data mapping model. The document served a developing and testing team of 14 members.Contributed to a project of building up a classification model to detect potential incorrect short interest trade reports. (see Projects section below)Contributed to a project of calibrating the yield curve using Nelson-Siegel-Svensson… Show more Gained hands-on experience of SQL and Hive by debugging and revising more than 20 SQL scripts of 5 existed surveillances.Created a document revealing the logics of a data mapping model. The document served a developing and testing team of 14 members.Contributed to a project of building up a classification model to detect potential incorrect short interest trade reports. (see Projects section below)Contributed to a project of calibrating the yield curve using Nelson-Siegel-Svensson model and data from US treasury bills and bonds. (see Projects section below) Show less