Penny QianData validations on Vertex AI for metadata and content checkThis article introduces metadata and content validations via Vertex AI.6 min read·May 23, 2023----
Penny QianCreating a Helm repository in two ways: using Google Cloud Artifact and Github PagesIn this article we will walk through the workflow of using Helm repo and two ways to set it up.4 min read·Jan 20, 2023----
Penny QianManage Infrastructure as Code via Terraform for GCPThis article walks through basic Terraform commands and configurations for managing GCP infrastructure.4 min read·Nov 30, 2022----
Penny QianAirflow logging and alerting on Google CloudIn this article we will walk through the practical logging and alerting solutions for Airflow on Google Cloud4 min read·Aug 24, 2022----
Penny QianDeploy a Flask app to Azure — two ways using AKS and Azure FunctionsThis article walks through two implementations to run a Flask app on Azure, via Azure Functions and AKS.4 min read·Dec 14, 2021----
Penny QianMonitor Machine Learning applications with Azure Application InsightsIn this article we will walk through an example to monitor machine learning applications with Azure Application Insights3 min read·Nov 2, 2021----
Penny QianAzure Pipeline Tip (1): auto-sync repositories between Azure projectsAuto-sync repositories between Azure projects via Azure Pipelines2 min read·Oct 7, 2021--2--2
Penny QianHow to train and track ensemble models with MLflowTrain and track ensemble models implementation with MLflow3 min read·Sep 28, 2021----
Penny QianHow save and load FastText model in MLflow formatThis tutorial will show how to use MLflow custom pyfunc for model saving and loading, with FastText as an example.3 min read·Sep 27, 2021--3--3
Penny QianAirflow Hello-World Tutorial: Build Your First Dag LocallyI will walk you through a hello-world tutorial to start building your first airflow workflow.4 min read·Aug 5, 2021----