Dmitry Petrov
Creator of open-source tool DVC. Ex-Data Scientist at Microsoft. PhD in Computer Science. Now co-founder of datachain.ai
Sessions
04-18
15:30
35min
Versioning Multimodal Data: Metadata & Beyond
Dmitry Petrov
The team behind DVC has spent years tackling data versioning challenges. With the rise of AI, we’ve seen new complexities emerge - especially with multimodal datasets like images, video, audio, and text. This talk shows why multimodal data versioning is different and how Pydantic provides a powerful way to structure and integrate metadata.
Auditorium 4