How Transformers and Hugging Face boost your ML workflows

In this 5-minute video, I introduce you to the value of Transformers and Hugging Face, and how they bring Software Engineering agility to Machine Learning. To prove my point, I demo a web app running multilingual voice queries on financial documents, in less than 100 lines of Python. You can run the demo at I will soon share all technical details in another video :) New to Transformers? Check out the Hugging Face course at