Use case in production
ML platform at GetYourGuide
Senior Data Scientist, GetYourGuide
Theodore Meynard is a senior data scientist at GetYourGuide. He works on our recommender system to help customers to find the best activities to book and locations to explore. Before GetYourGuide, he was building the recommendation system at plista to help online newspapers to monetize their content.
In this talk, we will present how we built efficiently the ML platform at GetYourGuide by leveraging open source. We used already existing software engineering tools when we could and introduced ML-specific ones like BentoML and MLflow when we must. While the ML platform takes care of the engineering heavy lifting, our data scientists can own their models from training until monitoring.