​This intermediate AI by Hand ✍️ workshop is designed for AI engineers who understand how to use Transformer models, but still treat them as a black box—uncertain about the math and mechanics inside.

​Join Anna and Leo as they guide you through building a Transformer from scratch using Excel.

​By visualizing the data flow and operations step-by-step, you’ll gain a deep understanding of how the math works, how information moves through each layer, and how the dimensions of all components align. This is your chance to open the black box and build true intuition for one of the most powerful models in AI.

​We will meet in a virtual classroom on the roof.

​Bonus

​By registering for this workshop, you'll also get complimentary access to audit other workshops happening on the same day.