Stane Aurelius

A practical demonstration on building a streaming analytics pipeline for warehouse inventory management on Google Cloud Platform

Everything you need to know to get started using Apache Airflow

How to use TorchServe to serve your PyTorch model (detailed TorchServe tutorial)

Demystifying Docker, Docker-Compose & Docker Desktop​ (comprehensive docker guide / docker tutorial) for beginners, ft. a real Streamlit app example.

Most data scientists prototypes their ML model using a notebook. Fortunately, GCP offers Vertex AI Workbench, a Jupyter-based infrastructure where you can host and manage your notebook for development.