Hey, this is Yuan.
The more you give, the more you receive.

I am currently a senior engineer at Ant Financial, building our production grade automatic machine learning platform.

Before joining Ant Financial, I was a senior AI platform engineer at H2O.ai where I primarily worked on open source machine learning platform H2O and Driverless AI. Prior to H2O.ai, I led a team of software engineers and data scientists at Uptake that built our scalable data science platform that allows data scientists to build, deploy, and monitor our real-time predictive models to monitor the condition of industry assets such as trains, airplanes, and wind turbines to avoid machine failures and reduce downtime. I also led all the open source initiatives within data science team.

Meanwhile, I've authored and contributed numerous popular open-source softwares, including TensorFlow, XGBoost, ggfortify, reticulate, etc. Please check out my projects page and Github page for more information. I am also an award-winning author of best-selling book TensorFlow in Practice which is the first book teaching TensorFlow in Chinese. It has becoming training material for many companies and research labs in China and has been translated to several other languages such as traditional Chinese and Korean.

I graduated from the Pennsylvania State University in Mathematics with honors. I was the co-founder of DataNovo where I built the analytics platform for predictive insights, keywordless prior art search, and product assessment on infringement for law firms, patent attorneys, etc.

Curriculum Vitae

我目前在 蚂蚁金服 担任技术专家,建立生产级的自动机器学习平台。

在加入蚂蚁金服之前,我是 H2O.ai 的一名高级AI平台工程师。主要建立开源机器学习平台 H2O Driverless AI。 在这之前,我在 Uptake 带领软件工程和数据科学团队建立可扩展数据科学平台,从而使数据科学家们能更快更好地建立、 部署、以及监控我们大规模的实时预测模型。我们的平台主要用来监控大型工业领域机械的健康状况, 比如铁路、航空以及能源行业,以便更好的预测机械故障和避免停机现象。我也是公司所有 数据科学开源项目 的负责人。

与此同时,我一直积极参与开源软件的开发,包括 TensorFlow、XGBoost、MXNet、ggfortify、reticulate等。请点击 Projects页面 Github页面 了解更多相关内容。我也是畅销书 TensorFlow实战 的作者,并获得优秀作者的称号。 这本书是第一本教 TensorFlow 的中文书,已成为许多中国公司和研究机构的教导材料的首选, 并且已被翻译成繁体中文、韩语等其他语言。

我从 宾夕法尼亚州立大学 获得荣誉数学学位。在这期间,我成为了 DataNovo 的合伙人,搭建了DataNovo的法律数据分析平台,包括专利数据挖掘、 无关键字现有技术搜索、策略推荐等。