Theodore Meynard
Theodore Meynard is a data science manager at GetYourGuide. He leads the evolution of their ranking algorithm, helping customers find the best activities to book and locations to explore. Beyond work, he is one of the co-organizers of the Pydata Berlin meetup and the conference.
When he is not programming, he loves riding his bike looking for the best bakery-patisserie in town.
Session
In the realm of machine learning, the complexity of data pipelines often hinders rapid experimentation and iteration. This talk will introduce DDataflow, an innovative open-source tool, designed to facilitate end-to-end testing in ML pipelines by leveraging decentralized data sampling. Attendees will gain insights into the challenges of unit testing in large-scale data pipelines, the design philosophy behind DDataflow, and practical implementation strategies to enhance the reliability and efficiency of their ML pipelines.