The speaker
Ivaylo is a Machine Learning Tech Lead at HyperScience. He is passionate about anything AI-related and is an active participant in a number of national and international Informatics and Mathematics competitions. He has been an intern at Google in Switzerland but decided to return to Bulgaria. In his spare time Ivaylo likes to travel, attend concerts, and read books.
The talk
Doing Machine Learning Software
AI-powered projects come with a number of challenges on how work is organized. This talk explores the specifics of developing a Machine Learning project:
  • How do we plan Machine Learning development;
  • How do we test Machine Learning components;
  • How do we track model versions;
  • How do we debug Machine Learning components.