- Built AI infrastructure, AutoML platforms, and data science platforms on Kubernetes across multiple organizations.
Senior Software Engineer / Tech Lead at
Alibaba Group (June 2018 - Aug 2021)
- Built AI infrastructure and AutoML platform on Kubernetes; served as co-chair of
Kubeflow and led the development of distributed training operators.
- Designed and implemented major components of
ElasticDL to support fault-tolerance and elastic scheduling for deep learning workloads; co-inventor of the
patent for the underlying system and method for distributed task execution; integrated with
SQLFlow to enable machine learning with extended SQL.
- Led the design and development of
Couler and
Argo Workflows to provide scalable cloud-native workflow orchestration for data science teams.
Senior AI Platform Engineer at
H2O.ai (Dec 2017 - May 2018)
- Contributed to the open source machine learning platform
H2O.
- Built the model management component of
Driverless AI that automates the end-to-end data science workflows.
Data Science Lead at
Uptake (Sep 2015 - Nov 2017)
- Led a team that built a scalable data science platform to monitor the condition of industry assets such as trains, airplanes, and wind turbines, reducing machine failures and downtime.
- Built intelligent monitoring platform from the ground up to automatically monitor internal microservices in real-time at scale; lead inventor of the
patent for the underlying anomaly detection algorithm.
- Led all
open source initiatives within the data science team.