Wealth management web app - Technical implementation

 15 July 2023  5 min  Data science

Here is a presentation of the wealth management app I have developed.

Go web server in Docker deployed to Google Cloud Run

 6 May 2023  3 min  Software

I created a web server with Go language and deployed it Google Cloud Run inside a Docker container.

Saturn Cloud - Data science workspace with Dask cluster

 20 March 2023  2 min  Data science

Saturn Cloud is a greate choice for data science teams who want to maximize flexibility of their environment.

MLOps in Google Cloud

 11 January 2023  8 min  Data science

Google Cloud Platform has excellent toolset to operationalize and productionize machine learning models.

Running Flask frontend and backend in Kubernetes

 28 May 2022  7 min  Data science

Kubernetes have been everywhere lately. Especially in the context of MLOps. I gave it a try by creating web app with Python Flask.

Free data science workspaces

 25 December 2021  4 min  Data science

Google Colab, Databricks Community Edition, Visual Studio Code and Dcoker are some options to create a free data science workspace.

Comparison of machine learning platforms in major clouds

 27 November 2021  10 min  Data science

Comparing the major machine learning platforms AWS SageMaker, Azure Machine Learning, Google Vertex AI and Databricks.