NLP

A website enabling automatic ranking of online media outlets using machine learning models (for now, only using Unitary.ai’s detoxify model). Once per day, the headlines from the frontpage of multiple online media outlets are scraped, and sent to machine learning models.

How to make and deploy a simple frontend for an AI web app that interacts with a serverless backend.

How to deploy a serverless AI app to Google Cloud almost for free using Cloud Run and the Artifact Registry.

How to develop a simple CI/CD pipeline for testing your code with GitHub Actions.

How to use multi-stage building in Docker to containerize a hatch project with a web app.

How to use FastAPI+Uvicorn to write and deploy the backend of a simple AI App.

How and why we should use pytest and unit tests to facilitate development when writing an AI App.

How to setup a Python project for easy developing with black, ruff, pre-commit hooks, and type hints.

How and why to make a proof of concept for an AI app, using Jupyter Notebook.

A complete guide to developing and deploying an AI Web App with modern tools.