- Maintenance, monitoring, and support for ongoing NLP projects, involving the use of monitoring tools for review graphs like Grafana.
- Maintenance, monitoring, and support for the ongoing machine learning service project. This entails utilizing tools like Argo Workflow, MLflow, and standard monitoring tools.
- Developing API for online CVR estimation and prediction using trained models with Tornado web framework.
- Developing the primary project focused on designing the machine learning service, including setting up the necessary infrastructure to utilize models created by the data and algorithm team.
- Developing a high-level interface for defining and managing workflows using Argo an Hera Workflow to Construct and submit experimental workflows.